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Representation Learning

4516 directly classified papers

Papers per year

Papers

Learning symmetries via weight-sharing with doubly stochastic tensors NIPS 2024
A Mechanistic Analysis of a Transformer Trained on a Symbolic Multi-Step Reasoning Task ACL 2024
Towards Progressive Multi-Frequency Representation for Image Warping CVPR 2024
Learning Successor Features the Simple Way NIPS 2024
Enhancing Protein Mutation Effect Prediction through a Retrieval-Augmented Framework NIPS 2024
Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models ACL 2024
HEST-1k: A Dataset For Spatial Transcriptomics and Histology Image Analysis NIPS 2024
Geometric-Averaged Preference Optimization for Soft Preference Labels NIPS 2024
Transformer Doctor: Diagnosing and Treating Vision Transformers NIPS 2024
Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models ACL 2024
Generating Content for HDR Deghosting from Frequency View CVPR 2024
Learning Intra-view and Cross-view Geometric Knowledge for Stereo Matching CVPR 2024
Long-Tail Class Incremental Learning via Independent Sub-prototype Construction CVPR 2024
SelfCodeAlign: Self-Alignment for Code Generation NIPS 2024
Improving Sentence Embeddings with Automatic Generation of Training Data Using Few-shot Examples ACL 2024
Compositional Video Understanding with Spatiotemporal Structure-based Transformers CVPR 2024
Combining Frame and GOP Embeddings for Neural Video Representation CVPR 2024
Causal Estimation of Memorisation Profiles ACL 2024
Orthogonal Dictionary Guided Shape Completion Network for Point Cloud AAAI 2024
WebCiteS: Attributed Query-Focused Summarization on Chinese Web Search Results with Citations ACL 2024
Simple Semantic-Aided Few-Shot Learning CVPR 2024
Disentangled Learning with Synthetic Parallel Data for Text Style Transfer ACL 2024
Monotonic Representation of Numeric Attributes in Language Models ACL 2024
Plot Retrieval as an Assessment of Abstract Semantic Association ACL 2024
k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated Text ACL 2024