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Representation Learning

4,925 papers

Papers per year

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Papers

Balancing Logit Variation for Long-Tailed Semantic Segmentation CVPR 2023
Diffusion Video Autoencoders: Toward Temporally Consistent Face Video Editing via Disentangled Video Encoding CVPR 2023
Diversity-Measurable Anomaly Detection CVPR 2023
Backdooring Neural Code Search ACL 2023
RankMe: Assessing the Downstream Performance of Pretrained Self-Supervised Representations by Their Rank ICML 2023
Interpreting Sentiment Composition with Latent Semantic Tree ACL 2023
Incorporating Attribution Importance for Improving Faithfulness Metrics ACL 2023
Structure of Nonlinear Node Embeddings in Stochastic Block Models AISTATS 2023
A Length-Extrapolatable Transformer ACL 2023
ScarceNet: Animal Pose Estimation With Scarce Annotations CVPR 2023
Are Human Explanations Always Helpful? Towards Objective Evaluation of Human Natural Language Explanations ACL 2023
Composition-contrastive Learning for Sentence Embeddings ACL 2023
A Survey of Deep Learning for Mathematical Reasoning ACL 2023
PEN: Prediction-Explanation Network to Forecast Stock Price Movement with Better Explainability AAAI 2023
Graph Neural Networks can Recover the Hidden Features Solely from the Graph Structure ICML 2023
Learning From Noisy Labels With Decoupled Meta Label Purifier CVPR 2023
Modular Memorability: Tiered Representations for Video Memorability Prediction CVPR 2023
Evolved Part Masking for Self-Supervised Learning CVPR 2023
Annotating and Detecting Fine-grained Factual Errors for Dialogue Summarization ACL 2023
Neural Transformation Fields for Arbitrary-Styled Font Generation CVPR 2023
Verb Conjugation in Transformers Is Determined by Linear Encodings of Subject Number EMNLP 2023
ArgAnalysis35K : A large-scale dataset for Argument Quality Analysis ACL 2023
Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality ACL 2023
Multi-Directional Subspace Editing in Style-Space ICCV 2023
SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives ACL 2023