Self-Supervised Learning

TransliCo: A Contrastive Learning Framework to Address the Script Barrier in Multilingual Pretrained Language Models ACL 2024 Trends, Applications, and Challenges in Human Attention Modelling IJCAI 2024 T-Rep: Representation Learning for Time Series using Time-Embeddings ICLR 2024 Triplet Attention Transformer for Spatiotemporal Predictive Learning WACV 2024 TSP-TTS: Text-based Style Predictor with Residual Vector Quantization for Expressive Text-to-Speech Interspeech 2024 T-VSL: Text-Guided Visual Sound Source Localization in Mixtures CVPR 2024 Two-Pronged Human Evaluation of ChatGPT Self-Correction in Radiology Report Simplification ACL 2024 UDA-Bench: Revisiting Common Assumptions in Unsupervised Domain Adaptation Using a Standardized Framework ECCV 2024 UKnow: A Unified Knowledge Protocol with Multimodal Knowledge Graph Datasets for Reasoning and Vision-Language Pre-Training NeurIPS 2024 ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning EMNLP 2024 UltraMAE: Multi-modal Masked Autoencoder for Ultrasound Pre-training MIDL 2024 UltrAvatar: A Realistic Animatable 3D Avatar Diffusion Model with Authenticity Guided Textures CVPR 2024 Uncertainty-Aware Cross-Modal Alignment for Hate Speech Detection COLING 2024 Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer CVPR 2024 Uncertainty-Guided Modal Rebalance for Hateful Memes Detection ACL 2024 Unconstrained Stochastic CCA: Unifying Multiview and Self-Supervised Learning ICLR 2024 Uncovering the Redundancy in Graph Self-supervised Learning Models NeurIPS 2024 Understanding Augmentation-based Self-Supervised Representation Learning via RKHS Approximation and Regression ICLR 2024 Understanding Players as if They Are Talking to the Game in a Customized Language: A Pilot Study EMNLP 2024 Understanding the Role of Equivariance in Self-supervised Learning NeurIPS 2024 Understanding Transferable Representation Learning and Zero-shot Transfer in CLIP ICLR 2024 Underwater Organism Color Fine-Tuning via Decomposition and Guidance AAAI 2024 UniCell: Universal Cell Nucleus Classification via Prompt Learning AAAI 2024 Unified Audio Visual Cues for Target Speaker Extraction Interspeech 2024 Unified Generative and Discriminative Training for Multi-modal Large Language Models NeurIPS 2024