SEMINAR

Date Speaker Title Source Year Area Paper Slides
24-04-16 김현재 Deep Semi-Supervised Anomaly Detection ICLR 2020 CV [link] [link]
24-04-09 조경우 Finetuned Language Models Are Zero-Shot Learners ICLR 2022 NLP [link] [link]
24-04-09 임상훈 GraphText: Graph Reasoning in Text Space arXiv 2023 NLP [link] [link]
24-04-02 백영승 Uni3DETR: Unified 3D Detection Transformer NeurIPS 2023 CV [link] [link]
24-04-02 김민석 Machine Learning - Regression - - ML [link] [link]
24-04-02 김경민 SELF-DISCOVER: Large Language Models Self-Compose Reasoning Structures arXiv 2024 NLP [link] [link]
24-03-26 김현우 GPT-3.5를 이용한 수능 문제 풀이 - - Math [link] [link]
24-03-26 이선훈 Group DETR: Fast DETR Training with Group-Wise One-to-Many Assignment ICCV 2023 CV [link] [link]
24-03-26 조수연 Machine learning - basic - - ML [link] [link]
24-03-19 김현재 Soft Augmentation for Image Classification CVPR 2023 CV [link] [link]
24-03-19 조경우 Language Models are Unsupervised Multitask Learners@OpenAI blog - - NLP [link] [link]
24-03-12 백영승 DQ-DETR: Dual Query Detection Transformer for Phrase Extraction and Grounding AAAI 2023 VL [link] [link]
24-03-12 김경민 DOLA: DECODING BY CONTRASTING LAYERS IMPROVES FACTUALITY IN LARGE LANGUAGE MODELS ICLR 2024 NLP [link] [link]
24-02-28 임상훈 Tuning Language Models by Proxy arXiv 2024 NLP [link] [link]
24-01-24 이선훈 Clusterformer: Cluster-based Transformer for 3D Object Detection in Point Clouds ICCV 2023 CV [link] [link]
24-01-24 김현재 Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation CVPR 2020 CV [link] [link]
24-01-17 조경우 Distributed Representations of Words and Phrases and their Compositionality NIPS 2013 NLP [link] [link]
24-01-17 김경민 SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling arXiv 2023 NLP [link] [link]
24-01-11 백영승 What does CLIP know about a red circle? Visual prompt engineering for VLMs ICCV 2023 VL [link] [link]
24-01-11 임상훈 The Benefits of Label-Description Training for Zero-Shot Text Classification EMNLP 2023 NLP [link] [link]
23-12-20 이선훈 AdaMixer: A Fast-Converging Query-Based Object Detector CVPR 2022 CV [link] [link]
23-12-14 김현재 ContrastMask: Contrastive Learning to Segment Every Thing CVPR 2022 CV [link] [link]
23-12-07 조경우 Improving Language Understanding by Generative Pre-Training arXiv 2018 NLP [link] [link]
23-11-30 김경민 INSTRUCTION TUNING WITH HUMAN CURRICULUM arXiv 2023 CV [link] [link]
23-11-23 백영승 COT3DREF: CHAIN-OF-THOUGHTS DATA-EFFICIENT 3D VISUAL GROUNDING arXiv 2023 VL [link] [link]
23-11-16 김기백 Asymmetric Loss For Multi-Label Classification ICCV 2021 CV [link] [link]
23-11-16 임상훈 Making Language Models Better Reasoners with Step-Aware Verifier ACL 2023 NLP [link] [link]
23-11-09 이선훈 Sparse r-cnn: End-to-end object detection with learnable proposals CVPR 2021 CV [link] [link]
23-11-09 손성빈 MaPLe: Multi-modal Prompt Learning CVPR 2023 VL [link] [link]
23-11-02 김현재 Best of Both Worlds: Multimodal Contrastive Learning with Tabular and Imaging Data CVPR 2023 CV [link] [link]
23-11-02 김동환 Measuring Inductive Biases of In-Context Learning with Underspecified Demonstrations ACL 2023 NLP [link] [link]
23-10-26 Ratna SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Model arXiv 2023 NLP [link] [link]
23-10-26 김경민 Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution arXiv 2023 NLP [link] [link]
23-10-19 김기백 VERA: VECTOR-BASED RANDOM MATRIX ADAPTATION arXiv 2023 NLP [link] [link]
23-10-19 백영승 EDA: Explicit Text-Decoupling and Dense Alignment for 3D Visual Grounding CVPR 2023 VL [link] [link]
23-10-12 임상훈 Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text Classification EMNLP Findings 2023 NLP [link] [link]
23-10-12 이선훈 FSD V2: Improving Fully Sparse 3D Object Detection with Virtual Voxels arXiv 2023 CV [link] [link]
23-09-21 손성빈 MultiCapCLIP: Auto-Encoding Prompts for Zero-Shot Multilingual Visual Captioning ACL 2023 VL [link] [link]
23-09-21 김현재 AnomalyGPT: Detecting Industrial Anomalies using Large Vision-Language Models arXiv 2023 VL [link] [link]
23-09-07 김동환 Faithful Chain-of-Thought Reasoning arXiv 2023 NLP [link] [link]
23-08-31 김현우 Dacon’s Challenge Result - - CV [link] [link]
23-08-31 Ratna CQG: A Simple and Effective Controlled Generation Framework for Multi-hop Question Generation ACL 2022 NLP [link] [link]
23-08-31 김경민 SCOTT: Self-Consistent Chain-of-Thought Distillation ACL 2023 NLP [link] [link]
23-08-23 백영승 WildRefer: 3D Object Localization in Large-scale Dynamic Scenes with Multi-modal Visual Data and Natural Language arXiv 2023 VL [link] [link]
23-08-23 임상훈 Enhancing Hierarchical Text Classification through Knowledge Graph Integration ACL Findings 2023 NLP [link] [link]
23-08-16 김기백 ZLPR: A Novel Loss for Multi-label Classification arXiv 2022 NLP [link] [link]
23-08-16 김현재 CutPaste: Self-Supervised Learning for Anomaly Detection and Localization CVPR 2021 CV [link] [link]
23-08-09 이선훈 Model-agnostic meta-learning for fast adaptation of deep networks ICML 2017 CV [link] [link]
23-08-09 손성빈 Transferable Decoding with Visual Entities for Zero-shot Image Captioning ICCV 2023 VL [link] [link]
23-08-02 김동환 Active Retrieval Augmented Generation arXiv 2023 NLP [link] [link]
23-08-02 Ratna Educational Multi-Question Generation for Reading Comprehension ACL 2022 NLP [link] [link]
23-07-26 김경민 THE CURSE OF RECURSION: TRAINING ON GENERATED DATA MAKES MODELS FORGET arXiv 2023 DL [link] [link]
23-07-26 백영승 Language-Guided 3D Object Detection in Point Cloud for Autonomous Driving arXiv 2023 VL [link] [link]
23-07-19 김기백 Low-Resource Text Classification: A Parameter-Free Classification Method with Compressors ACL 2023 NLP [link] [link]
23-07-19 임상훈 HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification ACL 2023 NLP [link] [link]
23-07-13 이선훈 VoxelNeXt: Fully Sparse VoxelNet for 3D Object Detection and Tracking CVPR 2023 CV [link] [link]
23-07-13 손성빈 Chain of Thought Prompt Tuning for Vision-Language Models arXiv 2023 VL [link] [link]
23-07-05 김현재 Meta Compositional Referring Expression Segmentation CVPR 2023 CV [link] [link]
23-07-05 김동환 Differentiable Instruction Optimization for Cross-Task Generalization ACL 2023 NLP [link] [link]
23-06-21 임상훈 Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes arXiv 2023 NLP [link] [link]
23-06-21 Ratna Unsupervised Cross-lingual Representation Learning at Scale arXiv 2020 NLP [link] [link]
23-06-12 백영승 3D Human Keypoints Estimation from Point Cloud in the Wild without Human Labels CVPR 2023 CV [link] [link]
23-06-12 김기백 InstructZero: Efficient Instruction Optimization for Black-Box Large Language Models arXiv 2023 NLP [link] [link]
23-06-07 김경민 Tree of Thoughts: Deliberate Problem Solving with Large Language Models arXiv 2023 NLP [link] [link]
23-06-07 이선훈 DSVT: Dynamic Sparse Voxel Transformer with Rotated Sets CVPR 2023 CV [link] [link]
23-05-22 손성빈 TransVG: End-to-End Visual Grounding with Transformers ICCV 2021 CV [link] [link]
23-05-22 김현재 CRIS: CLIP-Driven Referring Image Segmentation CVPR 2022 CV [link] [link]
23-05-15 김동환 MEMORIZING TRANSFORMERS ICLR 2022 NLP [link] [link]
23-05-15 김경민 PEER : A Collaborative Language Model ICLR 2023 NLP [link] [link]
23-05-08 백영승 HUM3DIL: Semi-supervised Multi-modal 3D Human Pose Estimation for Autonomous Driving CORL 2023 CV [link] [link]
23-05-08 김기백 LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking MM 2022 NLP [link] [link]
23-05-01 임상훈 LoRA: Low-Rank Adaptation of Large Language Models ICLR 2022 NLP [link] [link]
23-05-01 이선훈 ARUBA: An Architecture-Agnostic Balanced Loss for Aerial Object Detection WACV 2023 CV [link] [link]
23-04-26 손성빈 SMALLCAP: Lightweight Image Captioning Prompted with Retrieval Augmentation CVPR 2023 VL [link] [link]
23-04-26 김현재 Rethinking Semantic Segmentation: A Prototype View CVPR 2022 CV [link] [link]
23-04-17 김동환 Meet in the Middle: A New Pre-training Paradigm arXiv 2023 NLP [link] [link]
23-04-10 김경민 DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings NAACL 2021 NLP [link] [link]
23-04-10 백영승 Multi-modal 3D Human Pose Estimation with 2D Weak Supervision in Autonomous Driving CVPR 2022 CV [link] [link]
23-03-27 김기백 Context-faithful Prompting for Large Language Models arXiv 2023 NLP [link] [link]
23-03-27 임상훈 UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation arXiv 2023 NLP [link] [link]
23-03-22 이선훈 Towards accurate one-stage object detection with ap-loss. CVPR 2019 CV [link] [link]
23-03-13 이선훈 AP losses series - - CV [link] [link]
23-03-13 손성빈 ClipCap: CLIP Prefix for Image Captioning arXiv 2021 VL [link] [link]
23-03-06 김경민 Language Is Not All You Need : Aligning Perception with Language Models arXiv 2023 NLP [link] [link]
23-02-28 백영승 Frustum PointNets for 3D Object Detection from RGB-D Data CVPR 2018 CV [link] [link]
23-02-28 백영승 PointRCNN : 3D Object Proposal Generation and Detection from Point Cloud CVPR 2019 CV [link] [link]
23-02-28 김기백 Embedding Recycling for Language Models EACL 2023 NLP [link] [link]
23-02-22 김현재 Prompt-Matched Semantic Segmentation arXiv 2022 CV [link] [link]
23-02-22 임상훈 Efficient End-to-End Video Question Answering with Pyramidal Multimodal Transformer AAAI 2023 NLP [link] [link]
23-02-16 김동환 HyperPrompt: Prompt-based Task-Conditioning of Transformers ICML 2022 NLP [link] [link]
23-02-16 이선훈 Fully Sparse 3D Object Detection NeurIPS 2022 CV [link] [link]
23-02-08 김경민 Training language models to follow instructions with human feedback arXiv 2022 NLP [link] [link]
23-02-08 손성빈 Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks ACL 2021 NLP [link] [link]
23-02-01 김기백 The Forward-Forward Algorithm: Some Preliminary Investigations arXiv 2022 DL [link] [link]
23-02-01 김현재 Vision Transformer Adapter for Dense Predictions ICLR 2023 CV [link] [link]
23-01-25 임상훈 Non-Autoregressive Neural Machine Translation ICLR 2018 NLP [link] [link]
23-01-25 김동환 Learning to Generate Question by Asking Question: A Primal-Dual Approach with Uncommon Word Generation EMNLP 2022 NLP [link] [link]
23-01-18 이선훈 Contemporary methods of Loss and targeting in the object detection - - CV [link] [link]
23-01-18 백영승 HVNet: Hybrid Voxel Network for LiDAR Based 3D Object Detection CVPR 2020 CV [link] [link]
23-01-02 손성빈 AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition NeurIPS 2022 CV [link] [link]
23-01-02 김경민 Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language Models EMNLP 2022 NLP [link] [link]
22-12-21 백영승 Voxelnet: End-to-End Learning for Point Cloud Based 3D Object Detection CVPR 2018 CV [link] [link]
22-11-23 김현재 Image Segmentation Using Text and Image Prompts CVPR 2022 CV [link] [link]
22-11-23 김기백 HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification EMNLP 2022 NLP [link] [link]
22-11-16 임상훈 CONTRASTIVELY ENFORCING DISTINCTIVENESS FOR MULTI-LABEL CLASSIFICATION arXiv 2022 CV [link] [link]
22-11-09 김동환 ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding COLING 2022 NLP [link] [link]
22-11-09 이선훈 Center-based 3d object detection and tracking CVPR 2021 CV [link] [link]
22-11-02 박용준 AO2-DETR: Arbitrary-Oriented Object Detection Transformer arXiv 2022 CV [link] [link]
22-10-26 손성빈 Unified Contrastive Learning in Image-Text-Label Space CVPR 2022 CV [link] [link]
22-10-26 김경민 ByT5: Towards a token-free future with pre-trained byte-to-byte models TACL 2022 NLP [link] [link]
22-10-19 김현재 Panoptic Segmentation CVPR 2019 CV [link] [link]
22-10-19 백영승 DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv 2022 CV [link] [link]
22-10-05 김기백 Language Modelling with Pixels arXiv 2022 NLP [link] [link]
22-10-05 임상훈 Improved Text Classification via Contrastive Adversarial Training AAAI 2022 NLP [link] [link]
22-09-28 김동환 COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining NeurIPS 2021 NLP [link] [link]
22-09-22 손성빈 Masked Autoencoders Are Scalable Vision Learners CVPR 2022 CV [link] [link]
22-09-22 김경민 Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks NeurIPS 2020 NLP [link] [link]
22-09-14 이선훈 Dn-detr: Accelerate detr training by introducing query denoising CVPR 2022 CV [link] [link]
22-09-07 조성웅 Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Langauge Processing arXiv 2021 NLP [link] [link]
22-09-07 조성웅 reStructured Pre-training arXiv 2022 NLP [link] [link]
22-08-17 백영승 DAB-DETR: DYNAMIC ANCHOR BOXES ARE BETTER QUERIES FOR DETR ICLR 2022 CV [link] [link]
22-08-10 임상훈 Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification ACL 2022 NLP [link] [link]
22-08-10 김기백 ML-Decoder: Scalable and Versatile Classification Head arXiv 2021 CV [link] [link]
22-08-03 김동환 Intent Detection and Discovery from User Logs via Deep Semi-Supervised Contrastive Clustering NAACL 2022 NLP [link] [link]
22-08-03 김현재 Pointly-supervised instance segmentation CVPR 2022 CV [link] [link]
22-07-27 백영승 Swin Transformer : Hierachical Vision Transformer using Shifted Windows CVPR 2021 CV [link] [link]
22-07-27 손성빈 Jigsaw Clustering for Unsupervised Visual Representation Learning CVPR 2021 CV [link] [link]
22-07-27 조성웅 Discovering New Intents with Deep Aligned Clustering AAAI 2021 NLP [link] [link]
22-07-20 박용준 Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data ICCV 2021 CV [link] [link]
22-07-20 김경민 SimCSE: Simple Contrastive Learning of Sentence Embeddings EMNLP 2021 NLP [link] [link]
22-07-06 이선훈 Embracing Single Stride 3D Object Detector with Sparse Transformer CVPR 2022 CV [link] [link]
22-07-06 임상훈 Are Prompt-based Models Clueless? ACL 2022 NLP [link] [link]
22-06-15 김현재 Segmenter: Transformer for Semantic Segmentation ICCV 2021 CV [link] [link]
22-06-15 김기백 Using Context-to-Vector with Graph Retrofitting to Improve Word Embeddings ACL 2022 NLP [link] [link]
22-05-25 김경민 BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding NAACL 2019 NLP [link] [link]
22-05-11 김동환 QRelScore: Better Evaluating Generated Questions with Deeper Understanding of Context-aware Relevance arXiv 2022 NLP [link] [link]
22-04-27 조성웅 Asking Questions the Human Way: Scalable Question-Answer Generation from Text Corpus WWW 2020 NLP [link] [link]
22-04-27 정준욱 End-to-End Semi-Supervised Object Detection with Soft Teacher ICCV 2021 CV [link] [link]
22-04-20 백영승 End-to-End Object Detection with Transformers ECCV 2020 CV [link] [link]
22-04-20 백영승 Anchor DETR : Query Design for Transformer-Based Object Detection AAAI 2022 CV [link] [link]
22-04-13 박용준 Style Transfer 연구 요약(part1) - - CV [link] [link]
22-04-06 김현재 Semi-Supervised Classification with Graph Convolutional Networks - - ML [link] [link]
22-04-06 김동환 UNILMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training ICML 2020 NLP [link] [link]
22-03-30 손지원 Supervised Contrastive Learning NIPS 2020 ML [link] [link]
22-03-30 김경민 Plug and Play Language Models: A Simple Approach to Controlled Text Generation ICLR 2020 NLP [link] [link]
22-03-16 이선훈 SDR 연구 집대성 - - CV [link] [link]
22-03-10 김기백 UnClE: Explicitly Leveraging Semantic Similarity to Reduce the Parameters of Word Embeddings EMNLP 2021 NLP [link] [link]
22-02-25 임상훈 Hierarchy-Aware T5 with Path-Adaptive Mask Mechanism for Hierarchical Text Classification arXiv 2021 NLP [link] [link]
22-02-16 조성웅 ERNIE-GEN:An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language Generation IJCAI 2020 NLP [link] [link]
22-02-09 이선훈 Pointnet: Deep learning on point sets for 3d classification and segmentation CVPR 2017 CV [link] [link]
22-02-04 박용준 DEFORMABLE DETR: DEFORMABLE TRANSFORMERS FOR END-TO-END OBJECT DETECTION ICLR 2021 CV [link] [link]
22-02-04 조성웅 How does this interaction affect me? Interpretable attribution for feature interactions NeurIPS 2020 NLP [link] [link]
22-01-19 백영승 Image Style Transfer Using Convolutional Neural Networks CVPR 2016 CV [link] [link]
22-01-19 백영승 Multi-style Generative Network for Real-Time Transfer - - CV [link] [link]
22-01-19 김현재 Mask R-CNN ICCV 2017 CV [link] [link]
22-01-12 김기백 Modeling Fine-Grained Entity Types with Box Embeddings ACL 2021 NLP [link] [link]
22-01-12 김동환 Biomedical Entity Representations with Synonym Marginalization ACL 2020 NLP [link] [link]
22-01-05 임상훈 Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification ACL 2021 NLP [link] [link]
21-12-29 정준욱 Learning to Cluster Faces on an Affinity Graph CVPR 2019 CV [link] [link]
21-12-29 이선훈 “Why should i trust you?”:Explaining the predictions of any classifier KDD 2016 ML [link] [link]
21-12-20 정준욱 Linkage Based Face Clustering via Graph Convolution Network CVPR 2019 CV [link] [link]
21-12-20 김동환 Exploring the Role of BERT Token Representations to Explain Sentence Probing Results EMNLP 2021 NLP [link] [link]
21-12-13 박용준 Momentum Contrast for Unsupervised Visual Representation Learning CVPR 2020 CV [link] [link]
21-12-13 백영승 You Only Look Once: Unified, Real-Time Object Detection CVPR 2016 CV [link] [link]
21-12-06 김기백 Exploring the Representation of Word Meanings in Context: A Case Study on Homonymy and Synonymy ACL 2021 NLP [link] [link]
21-12-06 김현재 google's neural machine translation system bridging the gap between human and machine translation arXiv 2016 NLP [link] [link]
21-11-29 손성빈 U-Net: Convolutional Networks for Biomedical Image Segmentation MICCAI 2015 CV [link] [link]
21-11-22 손성빈 A Simple Framework for Contrastive Learning of Visual Representations ICML 2020 CV [link] [link]
21-11-08 이선훈 Learning deep features for discriminative localization CVPR 2016 CV [link] [link]
21-11-08 조성웅 Post-hoc Interpretability for Neural NLP: A survey[Part-1] arXiv 2021 NLP [link] [link]
21-11-01 조성웅 Connecting Attributions and QA Model Behavior on Realistic Counterfactuals EMNLP 2021 NLP [link] [link]
21-11-01 박용준 MLP-Mixer:An all-MLP Architecture for Vision arXiv 2021 CV [link] [link]
21-10-18 임상훈 Transformer Feed-Forward Layers Are Key-Value Memories EMNLP 2021 NLP [link] [link]
21-10-11 김동환 Prefix-Tuning: Optimizing Continuous Prompts for Generation ACL 2021 NLP [link] [link]
21-10-11 김기백 Knowledge Neurons in Pretrained Transformers arXiv 2021 NLP [link] [link]
21-10-04 박주찬 ReDet A Rotation-equivariant Detector for Aerial Object Detection CVPR 2021 CV [link] [link]
21-10-04 손성빈 SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers arxiv 2021 CV [link] [link]
21-09-27 정준욱 MagFace: A Universal Representation for Face Recognition and Quality Assessment CVPR 2021 CV [link] [link]
21-09-27 박용준 Training data-efficient image transformers & distillation through attention ICML 2021 CV [link] [link]
21-09-15 이선훈 MonStereo When Monocular and Stereo Meet ICRA 2021 CV [link] [link]
21-09-01 손지원 Time-Series Representation Learning via Temporal and Contextual Contrasting IJCAI 2021 Other [link] [link]
21-08-25 김동환 TinyBERT: Distilling BERT for Natural Language Understanding EMNLP 2020 NLP [link] [link]
21-08-25 손성빈 Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers CVPR 2021 CV [link] [link]
21-08-18 임상훈 BERT-ATTACK: Adversarial Attack Against BERT Using BERT EMNLP 2020 NLP [link] [link]
21-08-18 김기백 Learning Faithful Representations of Causal Graphs ACL 2021 NLP [link] [link]
21-08-11 박주찬 Unsupervised Monocular Depth Estimation with Left-Right Consistency CVPR 2017 CV [link] [link]
21-08-04 정준욱 3D Bounding Box Estimation Using Deep Learning and Geometry CVPR 2017 CV [link] [link]
21-08-04 이선훈 DeepCalib: a deep learning approach for automatic intrinsic calibration of wide field-of-view cameras CVMP 2018 CV [link] [link]
21-07-28 박용준 General Multi-label Image Classification with Transformers CVPR 2021 CV [link] [link]
21-07-28 김기백 WARP:Word-level Adversarial ReProgramming ACL 2021 NLP [link] [link]
21-07-21 임상훈 Are Pre-trained Convolutions Better than Pre-trained Transformers? ACL 2021 NLP [link] [link]
21-07-21 손성빈 BEiT: BERT Pre-Training of Image Transformers arXiv 2021 CV [link] [link]
21-07-14 김동환 ALBERT: A Lite BERT for Self-supervised Learning of Language Representations ICLR 2020 NLP [link] [link]
21-07-14 박주찬 Scale-aware Automatic Augmentation for Object Detection CVPR 2021 CV [link] [link]
21-07-07 정준욱 Realtime multi-person 2d pose estimation using part affinity fields CVPR 2017 CV [link] [link]
21-07-07 임상훈 Feature Projection for Improved Text Classification ACL 2020 NLP [link] [link]
21-06-23 박용준 Philosophy of artificial intelligence - - Other [link] [link]
21-06-23 이선훈 0. 3D 컴퓨터비전(카메라 기초) - - CV [link] [link]
21-06-23 박용준 SSD:Single Shot Multibox Detector ECCV 2016 CV [link] [link]
21-06-16 조성웅 Pre-Training Transformers as Energy-Based Cloze Models EMNLP 2020 NLP [link] [link]
21-06-16 손성빈 Swin Transformer: Hierarchical Vision Transformer using Shifted Windows arXiv 2021 CV [link] [link]
21-06-09 김동환 ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators ICLR 2020 NLP [link] [link]
21-06-09 임상훈 Pay Attention to MLPs arXiv 2021 DL [link] [link]
21-06-02 조성웅 Retrospective Reader for Machine Reading Comprehension AAAI 2021 NLP [link] [link]
21-06-02 박주찬 Learning from Noisy Anchors for One-stage Object Detection CVPR 2020 CV [link] [link]
21-05-26 이선훈 함수의 극한과 연속 - - Math [link] [link]
21-05-26 김동환 Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward ACL 2020 NLP [link] [link]
21-05-19 김기백 Large Memory Layers with Product keys NeurIPS 2019 NLP [link] [link]
21-05-12 정준욱 Face Recognition A to Z - - CV [link] [link]
21-05-12 손성빈 End-to-End Object Detection with Transformers ECCV 2020 CV [link] [link]
21-05-05 김기백 Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context ACL 2019 NLP [link] [link]
21-05-05 조성웅 Neural Approaches to Conversational AI Foundations and Trends in Information Retrieval 2019 NLP [link] [link]
21-04-28 이선훈 tensorflow-intro - - Math [link] [link]
21-04-28 조성웅 DSTC9 track1: workshop papers AAAI workshops 2021 NLP [link] [link]
21-04-21 정준욱 VinVL: Revisiting Visual Representations in Vision-Language Models arXiv 2021 NLP, CV [link] [link]
21-04-07 손성빈 An Image is Worth 16 x 16 Words: Transformers For Image Recognition at Scale ICLR 2021 CV [link] [link]
21-04-07 임상훈 When Attention Meets Fast Recurrence Training Language Models with Reduce Compute arXiv 2021 NLP [link] [link]
21-03-31 박주찬 Feature Selective Anchor-Free Module for Single-Shot Object Detection CVPR 2019 CV [link] [link]
21-03-31 김동환 Domain Aware Neural Dialog System arXiv 2017 NLP [link] [link]
21-03-24 이선훈 논리와 증명 - - Math [link] [link]
21-03-24 정준욱 Circle Loss: A Unified Perspective of Pair Similarity Optimization CVPR 2020 CV [link] [link]
21-03-17 박용준 You Only Look Once : Unified, Real-Time Object Detection CVPR 2016 CV [link] [link]
21-03-17 김기백 Simple Recurrent Units for Highly Parallelizable Recurrence EMNLP 2018 NLP [link] [link]
21-03-10 손성빈 RepPoints: Points Set Representation for Object Detection ICCV 2019 CV [link] [link]
21-03-03 임상훈 Language Models with Transformers arXiv 2019 NLP [link] [link]
21-02-24 박주찬 Multiple Anchor Learning for Visual Object Detection CVPR 2020 CV [link] [link]
21-02-17 정준욱 Improved Deep Metric Learning with Multi-class N-pair Loss Objective NIPS 2016 CV [link] [link]
21-02-17 박용준 Image Style Transfer Using Convolutional Neural Networks CVPR 2016 CV [link] [link]
21-02-03 손성빈 Analysis of Anchor-based and Anchor-free Detection - - CV [link] [link]
21-02-03 김기백 Deep contextualized word representations NAACL 2018 NLP [link] [link]
21-01-27 이선훈 COVID-19 Control by Computer Vision Approaches: A Survey IEEE ACCESS 2020 CV [link] [link]
21-01-27 임상훈 Hierarchy-Aware Global Model for Hierarchical Text Classification ACL 2020 NLP [link] [link]
21-01-27 김동환 BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding NAACL 2018 NLP [link] [link]
21-01-20 정준욱 YOLOv4:Optimal Speed and Accuracy of Object Detection arXiv 2020 CV [link] [link]
21-01-20 박주찬 Dynamic Anchor Learning for Arbitrary-Oriented Object Detection arXiv 2020 CV [link] [link]
21-01-08 박용준 SmokeNet Satellite Smoke Scene Detection Using Convolutional Neural Network with Spatial and Channel-Wise Attention Sensors 2019 CV [link] [link]
21-01-05 이선훈 Vision‐based garbage dumping action detection for real‐world surveillance platform ETRI Journal 2019 CV [link] [link]
20-12-30 김동환 Attention is All you Need NIPS 2017 NLP [link] [link]
20-12-30 손성빈 Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection CVPR 2020 CV [link] [link]
20-12-16 임상훈 Graph Transformer Networks NeurIPS 2019 ML [link] [link]
20-12-16 김기백 Graph Attention Networks ICLR 2018 ML [link] [link]
20-12-09 박주찬 Align Deep Features for Oriented Object Detection arXiv 2020 CV [link] [link]
20-11-18 김기백 Neural Machine Translation by Jointly Learning to Align and Translate ICLR 2015 NLP [link] [link]
20-11-17 이선훈 Data augmentation using learned transformations for one-shot medical image segmentation CVPR 2019 CV [link] [link]
20-11-11 조성웅 PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization ICML 2020 NLP [link] [link]
20-11-11 정준욱 PROGRESSIVE GROWING OF GANS FOR IMPROVED QUALITY, STABILITY, AND VARIATION ICLR 2018 CV [link] [link]
20-10-28 이선훈 NVIDIA Jetson TX2 architecture - - Other [link] [link]
20-10-28 박용준 Progressive Growing of GANs for Improved Quality, Stability, and Variation arXiv 2018 CV [link] [link]
20-10-21 손성빈 GLAMpoints: Greedily Learned Accurate Match points ICCV 2019 CV [link] [link]
20-10-21 김기백 Attention Is All You Need NIPS 2017 NLP [link] [link]
20-10-14 임상훈 A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation ACL 2020 NLP [link] [link]
20-09-23 김동환 LSTM-based Encoder-Decoder for Multi-sensor Anomaly Detection ICML 2016 NLP [link] [link]
20-09-23 이선훈 Transformer Network for Trajectory Forecasting arXiv 2020 CV [link] [link]
20-09-16 정준욱 A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data AAAI 2019 ML [link] [link]
20-09-16 박주찬 Deep Learning for 3D Point Clouds: A Survey TPAMI 2020 CV [link] [link]
20-08-25 손성빈 Rf-net: An end-to-end image matching network based on receptive field CVPR 2019 CV [link] [link]
20-08-25 조성웅 Non-Autoregressive Dialog State Tracking ICLR 2020 NLP [link] [link]
20-08-17 이선훈 Neural Data Server: A Large-Scale Search Engine for Transfer Learning Data CVPR 2020 CV, Other [link] [link]
20-08-17 손지원 Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward ACL 2020 NLP [link] [link]
20-08-11 손지원 Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards ACL 2019 NLP [link] [link]
20-07-29 임상훈 Deep Learning for Extreme Multi-label Text Classification SIGIR 2017 NLP [link] [link]
20-07-29 정준욱 Unsupervised Representation Learning By Predicting Image Rotations ICLR 2018 CV [link] [link]
20-07-14 손성빈 You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization arXiv 2019 CV [link] [link]
20-07-14 박주찬 SlowFast Networks for Video Recognition ICCV 2019 CV [link] [link]
20-07-07 조성웅 Few-shot Natural Language Generation for Task-Oriented Dialog arXiv 2020 NLP [link] [link]
20-06-16 이선훈 Temporal Segment Networks for Action Recognition in Videos TPAMI 2018 CV [link] [link]
20-06-16 이선훈 Two-Stream Convolutional Networks for Action Recognition in Videos NIPS 2014 CV [link] [link]
20-06-09 임상훈 Representation Learning on Network - Tutorial WWW 2018 DL [link] [link]
20-06-09 이선훈 G-TAD: Sub-Graph Localization for Temporal Action Detection CVPR 2020 CV [link] [link]
20-06-02 정준욱 Improved Training of Wasserstein GANs NIPS 2017 CV [link] [link]
20-06-02 박주찬 Gliding vertex on the horizontal bounding box for multi-oriented object detection TPAMI 2020 CV [link] [link]
20-05-26 손지원 Domain aware Abstractive Text Summarization for Medical Document BIBM 2018 NLP [link] [link]
20-05-20 손성빈 ResNeSt:Split-Attention Networks arXiv 2020 CV [link] [link]
20-05-20 이선훈 Striking the Right Balance with Uncertainty CVPR 2019 CV [link] [link]
20-05-14 임상훈 LARGE BATCH OPTIMIZATION FOR DEEP LEARNING: TRAINING BERT IN 76 MINUTES ICLR 2020 NLP, CV [link] [link]
20-05-07 조성웅 Deep Learning for Dialogue Systems COLLING 2018 NLP [link] [link]
20-05-04 이선훈 What Uncertainty Do We Need in Bayesian Deep Learning for Computer Vision NIPS 2017 CV [link] [link]
20-04-29 박주찬 Deformable Convolutional Networks ICCV 2017 CV [link] [link]
20-04-29 이선훈 Dropout as a bayesian approximation: Representing model uncertainty in deep learning JMLR 2016 DL [link] [link]
20-04-15 박주찬 Learning to Reweight Examples for Robust Deep Learning ICML 2018 CV [link] [link]
20-04-15 손성빈 ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices CVPR 2018 CV [link] [link]
20-04-08 이선훈 Gaussian Process Regression - - Other [link] [link]
20-04-08 손지원 Word Embedding-Based Biomedical Text Summarization IRICT 2019 NLP [link] [link]
20-04-01 정준욱 Progressive Growing of GANs for Improved Quality, Stability, and Variation ICLR 2018 CV [link] [link]
20-03-25 조성웅 ELECTRA: PRE-TRAINING TEXT ENCODERS AS DISCRIMINATORS RATHER THAN GENERATORS ICLR 2020 NLP [link] [link]
20-03-17 임상훈 Concept Pointer Network for Abstractive Summarization EMNLP 2019 NLP [link] [link]
20-03-04 정준욱 Libra R-CNN: Towards Balanced Learning for Object Detection CVPR 2019 CV [link] [link]
20-03-04 손지원 Sequence Level Training with Recurrent Neural Networks ICLR 2016 NLP [link] [link]
20-02-26 손성빈 R-FCN: Object Detection via Region-based Fully Convolutional Networks NNIPS 2016 CV [link] [link]
20-02-26 이선훈 Learning roi transformer for oriented object detection in aerial image CVPR 2019 CV [link] [link]
20-02-18 박주찬 Faster R-CNN : Towards Real-Time Object Detection with Region Proposal Networks NIPS 2015 CV [link] [link]
20-02-12 임상훈 Large-Scale Hierarchical Text Classification with Recursively Regularized Deep Graph-CNN WWW 2018 NLP [link] [link]
20-02-05 이선훈 Biomedical Image Segmentation via Representative Annotation AAAI 2019 CV [link] [link]
20-02-05 조성웅 Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer arXiv 2019 NLP [link] [link]
20-01-29 정준욱 Unsupervised Representation Learning With Deep Convolutional Generative Adversarial Networks ICLR 2016 CV [link] [link]
20-01-22 손성빈 Focal Loss for Dense Object Detection ICCV 2017 CV [link] [link]
20-01-22 조성웅 The Natural Language Decathlon Multitask Learning as Question Answering arXiv 2018 NLP [link] [link]
20-01-15 손지원 Better Rewards Yield Better Summaries: Learning to Summarise Without References EMNLP 2019 NLP [link] [link]
20-01-15 정준욱 VarGFaceNet: An Efficient Variable Group Convolutional Neural Network for Lightweight Face Recognition CVPR 2019 CV [link] [link]
20-01-08 이선훈 Data augmentation using learned transformations for one-shot medical image segmentation CVPR 2019 CV [link] [link]
20-01-08 박주찬 EfficientDet : Scalable and Efficient Object Detection arXiv 2019 CV [link] [link]
19-12-05 손지원 Sentence-BERT:Sentence Embeddings using Siamese BERT-Networks EMNLP 2019 NLP [link] [link]
19-12-05 임상훈 Hierarchical Attention Networks for Document Classification NAACL 2016 NLP [link] [link]
19-12-03 정준욱 Novel Weight Initialization - - DL [link] [link]
19-11-28 임상훈 Graph Learning Network: A Structure Learning Algorithm ICML Workshop 2019 DL [link] [link]
19-11-26 박주찬 Arbitrary-Oriented Scene Text Detection via Rotation proposals IEEE TMM 2018 CV [link] [link]
19-11-26 손성빈 You Only Look Twice: Rapid Multi Scale Object Detection in Satellite Imagery arXiv 2018 CV [link] [link]
19-11-21 임상훈 Inductive Representation Learning on Large Graphs NIPS 2017 NLP [link] [link]
19-11-21 정준욱 Learning Deep Features for Discriminative Localization CVPR 2016 CV [link] [link]
19-11-21 이선훈 MobileNetV2: Inverted Residuals and Linear Bottleneck CVPR 2018 CV [link] [link]
19-11-19 손지원 Extracting UMLS Concepts from Medical Text Using General and Domain-Specific Deep Learning Models LOUHI 2019 CV [link] [link]
19-11-14 이선훈 H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation From CT Volumes IEEE TRANSACTIONS ON MEDICAL IMAGING 2018 CV, NLP [link] [link]
19-11-12 손지원 Deep contextualized embeddings for quantifying the informative content in biomedical text summarization CMPB 2020 CV [link] [link]
19-11-12 정준욱 EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks ICML 2019 CV [link] [link]
19-11-07 조성웅 Sentimet Classification using Document Embeddings trained with Cosine Similarity ACL 2019 NLP [link] [link]
19-11-05 임상훈 Graph Convolutional Networks for Text Classification AAAI 2019 NLP [link] [link]
19-11-03 이선훈 Densely Connected Convolutional Networks CVPR 2017 CV [link] [link]
19-10-31 정준욱 AdaCos Adaptively Scaling Cosine Logits for Effectively Learning Deep Face Representations CVPR 2018 CV [link] [link]
19-10-31 손지원 Deep Reinforced Model for Abstractive Summarization ICLR 2018 NLP [link] [link]
19-10-22 박주찬 Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network CVPR 2017 CV [link] [link]
19-10-15 손지원 MASS: Masked Sequence to Sequence Pre-training for Language Generation ICML 2019 NLP [link] [link]
19-10-15 손성빈 ASSD : Attentive Single Shot Multibox Detector Computer Vision and Image Understanding 2019 CV [link] [link]
19-10-10 임상훈 ALBERT: A Lite BERT for Self-supervised Learning of Language Representations ICLR 2020 NLP [link] [link]
19-10-08 손지원 U-Net: Convolutional Networks for Biomedical Image Segmentation MICCAI 2015 CV [link] [link]
19-10-04 이선훈 minimum description length - - Math [link] [link]
19-10-04 임상훈 Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context ACL 2019 NLP [link] [link]
19-10-04 조성웅 Searching for MobileNetV3 arxiv 2019 CV [link] [link]
19-09-19 손지원 Searching for Effective Neural Extractive Summarization: What Works and What's Nexts ACL 2019 CV, NLP [link] [link]
19-09-19 정준욱 Consensus-Driven Propagation in Massive Unlabeled Data for Face Recognition ECCV 2018 CV [link] [link]
19-09-10 손지원 Text Summarization with Pretrained Encoders EMNLP 2019 NLP [link] [link]
19-09-10 박주찬 Fully Convolutional Networks for Semantic Segmentation CVPR 2015 CV [link] [link]
19-09-10 임상훈 XLNet: Generalized Autoregressive Pretraining for Language Understanding arxiv 2019 NLP [link] [link]
19-08-29 정준욱 Consensus-Driven Propagation in Massive Unlabeled Data for Face Recognition ECCV 2018 CV [link] [link]
19-08-29 조성웅 MobileNetV2 Inverted Residuals and Linear Bottlenecks CVPR 2018 CV [link] [link]
19-08-15 손지원 Fine-tune BERT for Extractive Summarization arXiv 2019 NLP [link] [link]
19-08-15 정준욱 SSD Single Shot MultiBox Detector ECCV 2016 CV [link] [link]
19-08-08 이선훈 BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding NAACL 2019 NLP [link] [link]
19-08-08 임상훈 Attention Augmented Convolutional Networks arXiv 2019 CV [link] [link]
19-08-08 손성빈 You Only Look Once : Unified, Real-Time Object Detection CVPR 2016 CV [link] [link]
19-07-25 박주찬 Fully Convolutional Networks for Semantic Segmentation CVPR 2015 CV [link] [link]
19-07-18 손성빈 운전자 안정성 향상을 위한 Generative Adversarial Network 기반의 야간도로 영상 변환 시스템 방송공학회논문지 2018 CV [link] [link]
19-07-18 손지원 Get To The Point: Summarization with Pointer-Generator Networks ACL 2017 NLP [link] [link]
19-07-10 조성웅 Convolutional Neural Networks for Sentence Classification EMNLP 2014 NLP [link] [link]
19-07-09 이선훈 Attention Is All You Need NIPS 2017 NLP [link] [link]
19-07-04 임상훈 Character-aware neural language models AAAI 2016 NLP [link] [link]
19-07-04 박주찬 한국어 자모 단위 기반의 Convolution Neural Network를 이용한 텍스트 분류 한국정보과학회 학술발표논문집 2017 NLP [link] [link]
19-06-27 손지원 A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents NAACL 2018 NLP [link] [link]
19-06-27 조성웅 Eyemotion: Classifying Facial Expressions in VR Using Eye-Tracking Cameras WACV 2019 CV [link] [link]
19-05-28 조성웅 한글 및 한국어 정보처리 학술대회 논문집 논문 조사 발표 - - NLP [link] [link]
19-05-14 손지원 SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition arXiv 2019 DL [link] [link]
19-04-16 손지원 한글 및 한국어 정보처리 학술대회 논문집 논문 조사 발표 - - NLP [link] [link]
19-04-09 손지원 Ranking Sentences for Extractive Summarization with Reinforcement Learning NAACL-HLT 2018 NLP [link] [link]
19-04-09 정준욱 Non-local Neural Networks CVPR 2018 CV [link] [link]
Date Speaker Title Source Year Area Paper Slides