| 29th December, 2021 |
Projected GANs Converge Faster |
Taesung Kim |
Slide |
Video |
| 29th December, 2021 |
Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting |
Junwoo Park |
Slide |
Video |
| 22th December, 2021 |
PaMIR: Parametric Model-Conditioned Implicit Representation for Image-based Human Reconstruction |
Gyumin Shim |
Slide |
Video |
| 22th December, 2021 |
Rethinking Graph Transformers with Spectral Attention |
Rodrigo Hormazabal |
Slide |
Video |
| 15th December, 2021 |
XProtoNet: Diagnosis in Chest Radiography with Global and Local Explanations |
Daniel Rim |
Slide |
Video |
| 15th December, 2021 |
Masked Autoencoders Are Scalable Vision Learners) |
Huiwon Yun |
Slide |
Video |
| 8th December, 2021 |
MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices |
Ganbat Munkhsoyol |
Slide |
Video |
| 8th December, 2021 |
GhostNet: More Features from Cheap Operations)
GhostSR: Learning Ghost Features for Efficient Image Super-Resolution |
Chaeyeon Chung |
Slide |
Video |
| 1st December, 2021 |
Semi-Supervised Classification with Graph Convolutional Networks |
Dongmin Kim |
Slide |
Video |
| 1st December, 2021 |
Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation |
Taeu Kim |
Slide |
Video |
| 24th November, 2021 |
SpanBERT: Improving Pre-training by Representing and Predicting Spans |
Dohee Kim |
Slide |
Video |
| 17th November, 2021 |
Drop the GAN: In Defense of Patches Nearest Neighbors as Single Image Generative Models |
Seunghwan Choi |
Slide |
Video |
| 10th November, 2021 |
View Generalization for Single Image Textured 3D Models |
Yeojeong Park |
Slide |
Video |
| 10th November, 2021 |
RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening |
Sanghun Jung |
Slide |
Video |
| 3rd November, 2021 |
Parser-Free Virtual Try-on via Distilling Appearance Flows |
Gyojung Gu |
Slide |
Video |
| 3rd November, 2021 |
Combining Label Propagation and Simple Models Out-performs Graph Neural Networks |
Junui Hong |
Slide |
Video |
| 27th October, 2021 |
Image Generators with Conditionally-Independent Pixel Synthesis |
Youngin Cho |
Slide |
Video |
| 27th October, 2021 |
Communication-Efficient Learning of Deep Networks from Decentralized Data |
Chung Park |
Slide |
Video |
| 20th October, 2021 |
MINE: Towards Continuous Depth MPI with NeRF for Novel View Synthesis |
Minjung Kim |
Slide |
Video |
| 20th October, 2021 |
Recent Advances in Visual Explanations |
Daejin Kim |
Slide |
Video |
| 13th October, 2021 |
Very Lightweight Photo Retouching Network with Conditional Sequential Modulation
Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time |
Minho Park |
Slide |
Video |
| 13th October, 2021 |
End-to-End Semi-Supervised Object Detection with Soft Teacher |
Jooyeol Yun |
Slide |
Video |
| 6th October, 2021 |
Globally Optimized Matchmaking in Online Games
OptMatch: Optimized Matchmaking via Modeling the High-Order Interactions on the Arena |
Dongyoon Hwang |
Slide |
Video |
| 6th October, 2021 |
Alias-Free Generative Adversarial Networks |
Junha Hyung |
Slide |
Video |
| 29th September, 2021 |
GPT3Mix: Leveraging Large-scale Language Models for Text Augmentation |
Chaehun Park |
Slide |
Video |
| 29th September, 2021 |
Quality-Aware Memory Network for Interactive Volumetric Image Segmentation |
Gyuhyeon Sim |
Slide |
Video |
| 15th September, 2021 |
Language-agnostic BERT Sentence Embedding |
Hyesu Lim |
Slide |
Video |
| 15th September, 2021 |
Linear Transformers Are Secretly Fast Weight Programmers |
Hojun Cho |
Slide |
Video |
| 8th September, 2021 |
C-Learning: Learning to Achieve Goals via Recursive Classification |
Hyunseung Kim |
Slide |
Video |
| 8th September, 2021 |
Do Context-Aware Translation Models Pay the Right Attention? |
Yujin Baek |
Slide |
Video |
| 25th August, 2021 |
AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts
GPT Understands, Too
The Power of Scale for Parameter-Efficient Prompt Tuning |
Jimin Hong |
Slide |
Video |
| 25th August, 2021 |
Towards Open World Object Detection |
Jeonghoon Park |
Slide |
Video |
| 18th August, 2021 |
Conservative Q-Learning for Offline Reinforcement Learning
Decision Transformer: Reinforcement Learning via Sequence Modeling |
Byungkun Lee |
Slide |
Video |
| 18th August, 2021 |
Rethinking and Improving the Robustness of Image Style Transfer |
Soyoung Yang |
Slide |
Video |
| 11th August, 2021 |
Generative Neural Scene Representations for 3D-Aware Image Synthesis |
Minsoo Lee |
Slide |
Video |
| 11th August, 2021 |
RoseTTAFold vs AlphaFold2 |
Youngwoo Cho |
Slide |
Video |
| 4th August, 2021 |
Less is More: ClipBERT for Video-and-Language Learning via Sparse Sampling |
Jihyeon Lee |
Slide |
Video |
| 4th August, 2021 |
Recent trends in long-tailed classification |
Sunghyun Park |
Slide |
Video |
| 28th July, 2021 |
CAMPARI: Camera-Aware Decomposed Generative Neural Radiance Fields |
Kyungmin Jo |
Slide |
Video |
| 28th July, 2021 |
Background Data Resampling for Outlier-Aware Classification |
Wonwoo Cho |
Slide |
Video |
| 21th July, 2021 |
Likelihood Regret: An Out-of-Distribution Detection Score For Variational Auto-encoder |
Daehoon Gwak |
Slide |
Video |
| 14th July, 2021 |
Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction |
Minseok Choi |
Slide |
Video |
| 14th July, 2021 |
Learning Continuous Image Representation with Local Implicit Image Function |
Sanghyeon Lee |
Slide |
Video |
| 7th July, 2021 |
Spatially-Invariant Style-Codes Controlled Makeup Transfer |
Dongjun Kim |
Slide |
Video |
| 7th July, 2021 |
Charformer: Fast Character Transformers via Gradient-based Subword Tokenization |
Taehee Kim |
Slide |
Video |
| 30th June, 2021 |
MLP-Mixer: An all-MLP Architecture for Vision
Pay Attention to MLPs |
Hojoon Lee |
Slide |
Video |
| 30th June, 2021 |
DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort |
Kangyeol Kim |
Slide |
Video |
| 23th June, 2021 |
BEiT: BERT Pre-Training of Image Transformers |
Jinhee Kim |
Slide |
Video |
| 23th June, 2021 |
Knowledge distillation: A good teacher is patient and consistent |
Taesung Kim |
Slide |
Video |
| 16th June, 2021 |
Top2Vec: Distributed Representations of Topics |
Daniel Rim |
Slide |
Video |
| 9th June, 2021 |
Motion Representations for Articulated Animation |
Chaeyeon Chung |
Slide |
Video |
| 9th June, 2021 |
USAD : UnSupervised Anomaly Detection on multivariate time series |
Junwoo Park |
Slide |
Video |
| 2nd June, 2021 |
pixelNeRF: Neural Radiance Fields from One or Few Images |
Gyumin Sim |
Slide |
Video |
| 2nd June, 2021 |
StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery |
Taeu Kim |
Slide |
Video |
| 26th May, 2021 |
StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation |
Seunghwan Choi |
Slide |
Video |
| 26th May, 2021 |
Screen2Vec: Semantic Embedding of GUI screens and GUI Components |
Saelyne Yang |
Slide |
Video |
| 12th May, 2021 |
Generative Models as Distributions of Functions |
Sanghun Jung |
Slide |
Video |
| 12th May, 2021 |
Few-shot Relation Extraction via Bayesian Meta-learning on Relation Graphs |
Junui Hong |
Slide |
Video |
| 28th April, 2021 |
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting |
Chung Park |
Slide |
Video |
| 21th April, 2021 |
Self-Challenging Improves Cross-Domain Generalization |
Eungyeup Kim |
Slide |
Video |
| 21th April, 2021 |
Revisiting ResNets: Improved Training and Scaling Strategies
EfficientNetV2: Smaller Models and Faster Training |
Daejin Kim |
Slide |
Video |
| 14th April, 2021 |
Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation |
Jooyeol Yun |
Slide |
Video |
| 14th April, 2021 |
Fast Interactive Object Annotation with Curve-GCN |
Gyuhyeon Sim |
Slide |
Video |
| 7th April, 2021 |
Metropolis-Hastings Generative Adversarial Networks |
Youngin Cho |
Slide |
Video |
| 7th April, 2021 |
Extracting Training Data from Large Language Models |
Hojun Cho |
Slide |
Video |
| 31th March, 2021 |
Cross-lingual Retrieval for Iterative Self-Supervised Training |
Yujin Baek |
Slide |
Video |
| 31th March, 2021 |
nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation |
Hyesu Lim |
Slide |
Video |
| 24th March, 2021 |
Learning to Reach Goals via Iterated Supervised Learning |
Hyunseung Kim |
Slide |
Video |
| 24th March, 2021 |
On Mixup Training: Improved Calibration and Predictive Uncertainty for Deep Neural Networks |
Jeonghoon Park |
Slide |
Video |
| 17th March, 2021 |
Contrastive Learning with Adversarial Perturbations for Conditional Text Generation |
Jimin Hong |
Slide |
Video |
| 17th March, 2021 |
Combining Deep Reinforcement Learning and Search for Imperfect-Information Games |
Byungkun Lee |
Slide |
Video |
| 10th March, 2021 |
FairGAN: Fairness-aware Generative Adversarial Networks |
Soyoung Yang |
Slide |
Video |
| 10th March, 2021 |
On Numerosity of Deep Neural Networks |
Youngwoo Cho |
Slide |
Video |
| 24th February, 2021 |
High-Performance Large-Scale Image Recognition Without Normalization |
Sunghyun Park |
Slide |
Video |
| 24th February, 2021 |
Contrastive Learning for Unpaired Image-to-Image Translation |
Minsoo Lee |
Slide |
Video |
| 17th February, 2021 |
Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning |
Yunwon Tae |
Slide |
Video |
| 17th February, 2021 |
Learning from others' mistakes: Avoiding dataset biases without modeling them |
Jihyeon Lee |
Slide |
Video |
| 10th February, 2021 |
Non-local Neural Networks |
Kyungmin Jo |
Slide |
Video |
| 10th February, 2021 |
Compositional Visual Generation and Inference with Energy Based Models |
Wonwoo Cho |
Slide |
Video |
| 3th February, 2021 |
Self-Supervised Viewpoint Learning From Image Collections |
Yonggyu Kim |
Slide |
Video |
| 3th February, 2021 |
Deep Anomaly Detection with Outlier Exposure |
Jungsoo Lee |
Slide |
Video |
| 27th January, 2021 |
The role of Disentanglement in Generalisation |
Daehoon Gwak |
Slide |
Video 1 Video 2 |
| 27th January, 2021 |
Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity |
Minseok Choi |
Slide |
Video |
| 20th January, 2021 |
Unsupervised Commonsense Question Answering with Self-Talk |
Taehee Kim |
Slide |
Video |
| 20th January, 2021 |
Exploring Simple Siamese Representation Learning |
Junsoo Lee |
Slide |
Video |
| 13th January, 2021 |
Towards a Human-like Open-Domain Chatbot |
Bombs Kim |
Slide |
Video |
| 13th January, 2021 |
Excessive Invariance Causes Adversarial Vulnerability |
Eungyeup Kim |
Slide |
Video |
| 6th January, 2021 |
DeepStrip: High Resolution Boundary Refinement |
Sanghyeon Lee |
Slide |
Video |
| 6th January, 2021 |
Careful Selection of Knowledge to solve Open Book Question Answering |
Kibeom Kim |
Slide |
Video |
| ~ 2020 |
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