Self-Supervised Learning

Unsupervised Novelty Detection in Pretrained Representation Space with Locally Adapted Likelihood Ratio AISTATS 2024 Unsupervised Object Interaction Learning with Counterfactual Dynamics Models AAAI 2024 Unsupervised Pretraining for Fact Verification by Language Model Distillation ICLR 2024 Unsupervised Representation Learning by Balanced Self Attention Matching ECCV 2024 Unsupervised Salient Instance Detection CVPR 2024 Unsupervised Universal Image Segmentation CVPR 2024 Unveiling Induction Heads: Provable Training Dynamics and Feature Learning in Transformers NeurIPS 2024 Unveiling Opinion Evolution via Prompting and Diffusion for Short Video Fake News Detection ACL 2024 Unveiling the Art of Heading Design: A Harmonious Blend of Summarization, Neology, and Algorithm ACL 2024 Unveiling the Power of Audio-Visual Early Fusion Transformers with Dense Interactions through Masked Modeling CVPR 2024 Upper Bounding Barlow Twins: A Novel Filter for Multi-Relational Clustering AAAI 2024 Using Sarcasm to Improve Cyberbullying Detection COLING 2024 Using wav2vec 2.0 for phonetic classification tasks: methodological aspects Interspeech 2024 VAE-based Phoneme Alignment Using Gradient Annealing and SSL Acoustic Features Interspeech 2024 Value Alignment from Unstructured Text EMNLP 2024 Vector Quantization Pretraining for EEG Time Series with Random Projection and Phase Alignment ICML 2024 Vector Quantization Prompting for Continual Learning NeurIPS 2024 Velociraptor: Leveraging Visual Foundation Models for Label-Free, Risk-Aware Off-Road Navigation CoRL 2024 VideoCLIP-XL: Advancing Long Description Understanding for Video CLIP Models EMNLP 2024 Video Decomposition Prior: Editing Videos Layer by Layer ICLR 2024 Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives ACL 2024 Video-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional Tokenization ICML 2024 VideoMAC: Video Masked Autoencoders Meet ConvNets CVPR 2024 VideoPrism: A Foundational Visual Encoder for Video Understanding ICML 2024 VidMan: Exploiting Implicit Dynamics from Video Diffusion Model for Effective Robot Manipulation NeurIPS 2024