representation learning

6174 papers

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Also known as

WAV2VEC2.0 RL NRMS NDFS

Co-occurring keywords

contrastive learning (3979) self-supervised learning (3751) transfer learning (5442) neural network (6616) unsupervised learning (3255) graph neural network (3945) multimodal learning (4622) domain adaptation (4578) feature learning (1309) language model (4573)

Papers

Hierarchical Vector Quantization for Unsupervised Action Segmentation AAAI 2025

Motion-aware Contrastive Learning for Temporal Panoptic Scene Graph Generation AAAI 2025

Multi-Scale Contrastive Learning for Video Temporal Grounding AAAI 2025

Learning with Open-world Noisy Data via Class-independent Margin in Dual Representation Space AAAI 2025

Memorization ≠ Understanding: Do Large Language Models Have the Ability of Scenario Cognition? EMNLP 2025

Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning AAAI 2025

Unlocking the Potential of Reverse Distillation for Anomaly Detection AAAI 2025

Let Modalities Teach Each Other: Modal-Collaborative Knowledge Extraction and Fusion for Multimodal Knowledge Graph Completion NAACL 2025

LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers NAACL 2025

Rethinking Masked Data Reconstruction Pretraining for Strong 3D Action Representation Learning AAAI 2025

A Practical Method for Generating String Counterfactuals NAACL 2025

Artificial Impressions: Evaluating Large Language Model Behavior Through the Lens of Trait Impressions EMNLP 2025

Data-Efficiently Learn Large Language Model for Universal 3D Scene Perception NAACL 2025

PolyJoin: Semantic Multi-key Joinable Table Search in Data Lakes NAACL 2025

LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy NAACL 2025

SimSMoE: Toward Efficient Training Mixture of Experts via Solving Representational Collapse NAACL 2025

Mixture-of-Attack-Experts with Class Regularization for Unified Physical-Digital Face Attack Detection AAAI 2025

Multi-Perspective Consolidation Enhanced Cognitive Diagnosis via Conditional Diffusion Model AAAI 2025

Exploring More from Multiple Gait Modalities for Human Identification AAAI 2025

Multi-View Incremental Learning with Structured Hebbian Plasticity for Enhanced Fusion Efficiency AAAI 2025

Reverse Modeling in Large Language Models NAACL 2025

Towards More Discriminative Feature Learning in SNNs with Temporal-Self-Erasing Supervision AAAI 2025

Understanding Emotional Body Expressions via Large Language Models AAAI 2025

Do Audio-Language Models Understand Linguistic Variations? NAACL 2025

RECALL: REpresentation-aligned Catastrophic-forgetting ALLeviation via Hierarchical Model Merging EMNLP 2025