Representation Learning

Unveiling Factual Recall Behaviors of Large Language Models through Knowledge Neurons EMNLP 2024 UTRad-NLP at #SMM4H 2024: Why LLM-Generated Texts Fail to Improve Text Classification Models ACL 2024 Vector Quantization Pretraining for EEG Time Series with Random Projection and Phase Alignment ICML 2024 Vector Quantization Prompting for Continual Learning NeurIPS 2024 Video Diffusion Models are Training-free Motion Interpreter and Controller NeurIPS 2024 View-Consistent Hierarchical 3D Segmentation Using Ultrametric Feature Fields ECCV 2024 Vision Mamba Mender NeurIPS 2024 VITA: ‘Carefully Chosen and Weighted Less’ Is Better in Medication Recommendation AAAI 2024 VQCNIR: Clearer Night Image Restoration with Vector-Quantized Codebook AAAI 2024 WateRF: Robust Watermarks in Radiance Fields for Protection of Copyrights CVPR 2024 Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation ICML 2024 WebCiteS: Attributed Query-Focused Summarization on Chinese Web Search Results with Citations ACL 2024 What Are You Token About? Differentiable Perturbed Top-k Token Selection for Scientific Document Summarization ACL 2024 What Makes Partial-Label Learning Algorithms Effective? NeurIPS 2024 What Matters in Memorizing and Recalling Facts? Multifaceted Benchmarks for Knowledge Probing in Language Models EMNLP 2024 When and How Does In-Distribution Label Help Out-of-Distribution Detection? ICML 2024 When does perceptual alignment benefit vision representations? NeurIPS 2024 When Representations Align: Universality in Representation Learning Dynamics ICML 2024 When StyleGAN Meets Stable Diffusion: a W+ Adapter for Personalized Image Generation CVPR 2024 Where is the signal in tokenization space? EMNLP 2024 Whitening Not Recommended for Classification Tasks in LLMs ACL 2024 Who Responded to Whom: The Joint Effects of Latent Topics and Discourse in Conversation Structure ACL 2024 Whose Emotions and Moral Sentiments do Language Models Reflect? ACL 2024 Why do Variational Autoencoders Really Promote Disentanglement? ICML 2024 Wide Two-Layer Networks can Learn from Adversarial Perturbations NeurIPS 2024