Self-Supervised Learning

Query-Based Hard-Image Retrieval for Object Detection at Test Time AAAI 2023 Question-Context Alignment and Answer-Context Dependencies for Effective Answer Sentence Selection Interspeech 2023 Radiology Reports Improve Visual Representations Learned from Radiographs MIDL 2023 RAMP: Retrieval-Augmented MOS Prediction via Confidence-based Dynamic Weighting Interspeech 2023 Randomized Quantization: A Generic Augmentation for Data Agnostic Self-supervised Learning ICCV 2023 Random Teachers are Good Teachers ICML 2023 RankDNN: Learning to Rank for Few-Shot Learning AAAI 2023 RankMe: Assessing the Downstream Performance of Pretrained Self-Supervised Representations by Their Rank ICML 2023 Read and Reap the Rewards: Learning to Play Atari with the Help of Instruction Manuals NeurIPS 2023 Reasoning in Large Language Models Through Symbolic Math Word Problems ACL 2023 Rebalancing Gradient To Improve Self-Supervised Co-Training of Depth, Odometry and Optical Flow Predictions WACV 2023 Reconstruct Before Summarize: An Efficient Two-Step Framework for Condensing and Summarizing Meeting Transcripts EMNLP 2023 RecRecNet: Rectangling Rectified Wide-Angle Images by Thin-Plate Spline Model and DoF-based Curriculum Learning ICCV 2023 Reducing Barriers to Self-Supervised Learning: HuBERT Pre-training with Academic Compute Interspeech 2023 Reformulating NLP tasks to Capture Longitudinal Manifestation of Language Disorders in People with Dementia. EMNLP 2023 Reinforcement Causal Structure Learning on Order Graph AAAI 2023 Reinforcement Learning from Passive Data via Latent Intentions ICML 2023 Relax, it doesn’t matter how you get there: A new self-supervised approach for multi-timescale behavior analysis NeurIPS 2023 ReLM: Leveraging Language Models for Enhanced Chemical Reaction Prediction EMNLP 2023 rematchka at ArAIEval Shared Task: Prefix-Tuning & Prompt-tuning for Improved Detection of Propaganda and Disinformation in Arabic Social Media Content EMNLP 2023 Remixing-based Unsupervised Source Separation from Scratch Interspeech 2023 RePreM: Representation Pre-training with Masked Model for Reinforcement Learning AAAI 2023 Representation Learning by Detecting Incorrect Location Embeddings AAAI 2023 Representation Learning for Visual Object Tracking by Masked Appearance Transfer CVPR 2023 Representation Learning in Deep RL via Discrete Information Bottleneck AISTATS 2023