Representation Learning

AUC-CL: A Batchsize-Robust Framework for Self-Supervised Contrastive Representation Learning ICLR 2024 Audio-Based Linguistic Feature Extraction for Enhancing Multi-lingual and Low-Resource Text-to-Speech EMNLP 2024 Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations Interspeech 2024 Audio-text Retrieval with Transformer-based Hierarchical Alignment and Disentangled Cross-modal Representation Interspeech 2024 AUEditNet: Dual-Branch Facial Action Unit Intensity Manipulation with Implicit Disentanglement CVPR 2024 Augmented Neural Fine-tuning for Efficient Backdoor Purification ECCV 2024 A Unified and Interpretable Emotion Representation and Expression Generation CVPR 2024 A Unified Framework for Discovering Discrete Symmetries AISTATS 2024 A Unified Knowledge Transfer Network for Generalized Category Discovery AAAI 2024 Autoencoding Conditional Neural Processes for Representation Learning ICML 2024 Auto-Encoding Morph-Tokens for Multimodal LLM ICML 2024 Automated State Estimation for Summarizing the Dynamics of Complex Urban Systems Using Representation Learning AAAI 2024 Automated Tone Transcription and Clustering with Tone2Vec EMNLP 2024 Automatic Alignment of Discourse Relations of Different Discourse Annotation Frameworks COLING 2024 Automatically Extracting Numerical Results from Randomized Controlled Trials with Large Language Models MLHC 2024 Automatic Prediction of Amyotrophic Lateral Sclerosis Progression using Longitudinal Speech Transformer Interspeech 2024 Automatic Reconstruction of Ancient Chinese Pronunciations EMNLP 2024 Automating the Generation of a Functional Semantic Types Ontology with Foundational Models NAACL 2024 Autoregressive Pre-Training on Pixels and Texts EMNLP 2024 AV2AV: Direct Audio-Visual Speech to Audio-Visual Speech Translation with Unified Audio-Visual Speech Representation CVPR 2024 Average gradient outer product as a mechanism for deep neural collapse NeurIPS 2024 A versatile informative diffusion model for single-cell ATAC-seq data generation and analysis NeurIPS 2024 A Video is Worth 256 Bases: Spatial-Temporal Expectation-Maximization Inversion for Zero-Shot Video Editing CVPR 2024 A Walsh Hadamard Derived Linear Vector Symbolic Architecture NeurIPS 2024 Axis Tour: Word Tour Determines the Order of Axes in ICA-transformed Embeddings EMNLP 2024