Self-Supervised Learning

What Do Language Models Hear? Probing for Auditory Representations in Language Models ACL 2024 What How and When Should Object Detectors Update in Continually Changing Test Domains? CVPR 2024 What Makes CLIP More Robust to Long-Tailed Pre-Training Data? A Controlled Study for Transferable Insights NeurIPS 2024 What When and Where? Self-Supervised Spatio-Temporal Grounding in Untrimmed Multi-Action Videos from Narrated Instructions CVPR 2024 Whiteboard-of-Thought: Thinking Step-by-Step Across Modalities EMNLP 2024 Wrong-of-Thought: An Integrated Reasoning Framework with Multi-Perspective Verification and Wrong Information EMNLP 2024 You Only Look Around: Learning Illumination-Invariant Feature for Low-light Object Detection NeurIPS 2024 Your contrastive learning problem is secretly a distribution alignment problem NeurIPS 2024 Zero-shot Image Editing with Reference Imitation NeurIPS 2024 Achieving Linear Speedup in Non-IID Federated Bilevel Learning ICML 2023 ACL-SPC: Adaptive Closed-Loop System for Self-Supervised Point Cloud Completion CVPR 2023 Acoustic Word Embeddings for Untranscribed Target Languages with Continued Pretraining and Learned Pooling Interspeech 2023 ACSeg: Adaptive Conceptualization for Unsupervised Semantic Segmentation CVPR 2023 Adaptive Human Matting for Dynamic Videos CVPR 2023 AdaptSSR: Pre-training User Model with Augmentation-Adaptive Self-Supervised Ranking NeurIPS 2023 A Data Source for Reasoning Embodied Agents AAAI 2023 AD-PT: Autonomous Driving Pre-Training with Large-scale Point Cloud Dataset NeurIPS 2023 A Generative Approach for Script Event Prediction via Contrastive Fine-Tuning AAAI 2023 A High-Resolution Dataset for Instance Detection with Multi-View Object Capture NeurIPS 2023 Align Your Latents: High-Resolution Video Synthesis With Latent Diffusion Models CVPR 2023 ALSO: Automotive Lidar Self-Supervision by Occupancy Estimation CVPR 2023 Ambient Diffusion: Learning Clean Distributions from Corrupted Data NeurIPS 2023 A Memory Model for Question Answering from Streaming Data Supported by Rehearsal and Anticipation of Coreference Information ACL 2023 An Empirical Study of End-to-End Video-Language Transformers With Masked Visual Modeling CVPR 2023 An end-to-end neural model based on cliques and scopes for frame extraction in long breast radiology reports ACL 2023