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Representation Learning

18863 directly classified papers

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Papers

Learning Concept Prerequisite Relation via Global Knowledge Relation Optimization AAAI 2025
Enhancing Identity-Deformation Disentanglement in StyleGAN for One-Shot Face Video Re-Enactment AAAI 2025
Towards More Discriminative Feature Learning in SNNs with Temporal-Self-Erasing Supervision AAAI 2025
MSAmba: Exploring Multimodal Sentiment Analysis with State Space Models AAAI 2025
Plug-and-Play Tri-Branch Invertible Block for Image Rescaling AAAI 2025
An Orthogonal High-Rank Adaptation for Large Language Models EMNLP 2025
ZeroMamba: Exploring Visual State Space Model for Zero-Shot Learning AAAI 2025
The Master Key Filters Hypothesis: Deep Filters Are General AAAI 2025
FIRM: Flexible Interactive Reflection ReMoval AAAI 2025
Learning Fine-grained Domain Generalization via Hyperbolic State Space Hallucination AAAI 2025
Rethinking Masked Data Reconstruction Pretraining for Strong 3D Action Representation Learning AAAI 2025
Ambiguity-Restrained Text-Video Representation Learning for Partially Relevant Video Retrieval AAAI 2025
Explicit Relational Reasoning Network for Scene Text Detection AAAI 2025
Motion-aware Contrastive Learning for Temporal Panoptic Scene Graph Generation AAAI 2025
Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics EMNLP 2025
Speech Discrete Tokens or Continuous Features? A Comparative Analysis for Spoken Language Understanding in SpeechLLMs EMNLP 2025
Text-to-Any-Skeleton Motion Generation Without Retargeting ICCV 2025
Domain Regeneration: How well do LLMs match syntactic properties of text domains? ACL 2025
Is CLIP ideal? No. Can we fix it? Yes! ICCV 2025
Explaining Human Preferences via Metrics for Structured 3D Reconstruction ICCV 2025
iMoT: Inertial Motion Transformer for Inertial Navigation AAAI 2025
From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons Alignment ACL 2025
IMoRe: Implicit Program-Guided Reasoning for Human Motion Q&A ICCV 2025
TopicGeo: An Efficient Unified Framework for Geolocation ICCV 2025
Homogeneous Dynamics Space for Heterogeneous Humans CVPR 2025