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Representation Learning

18863 directly classified papers

Papers per year

Papers

Video2BEV: Transforming Drone Videos to BEVs for Video-based Geo-localization ICCV 2025
Mamba-3VL: Taming State Space Model for 3D Vision Language Learning ICCV 2025
Entropy2Vec: Crosslingual Language Modeling Entropy as End-to-End Learnable Language Representations EMNLP 2025
Towards Lossless Implicit Neural Representation via Bit Plane Decomposition CVPR 2025
NCL-AR at SemEval-2025 Task 7: A Sieve Filtering Approach to Refute the Misinformation within Harmful Social Media Posts SEMEVAL 2025
Is Your World Simulator a Good Story Presenter? A Consecutive Events-Based Benchmark for Future Long Video Generation CVPR 2025
fLSA: Learning Semantic Structures in Document Collections Using Foundation Models EMNLP 2025
CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation EMNLP 2025
TACO: Enhancing Multimodal In-context Learning via Task Mapping-Guided Sequence Configuration EMNLP 2025
LingGym: How Far Are LLMs from Thinking Like Field Linguists? EMNLP 2025
Bridging Domain Generalization to Multimodal Domain Generalization via Unified Representations ICCV 2025
Learning What to Remember: Adaptive Probabilistic Memory Retention for Memory-Efficient Language Models EMNLP 2025
What is the Best Sequence Length for BabyLM? EMNLP 2025
Can GRPO Boost Complex Multimodal Table Understanding? EMNLP 2025
Sparse Neurons Carry Strong Signals of Question Ambiguity in LLMs EMNLP 2025
Distribution Prompting: Understanding the Expressivity of Language Models Through the Next-Token Distributions They Can Produce EMNLP 2025
Thin-Shell-SfT: Fine-Grained Monocular Non-rigid 3D Surface Tracking with Neural Deformation Fields CVPR 2025
Enhancing Molecular Representation Learning Through the Combination of 3D and 2D Graph Machine Learning (Student Abstract) AAAI 2025
I Speak for the Árboles: Developing a Dependency Treebank for Spanish L2 and Heritage Speakers ACL 2025
AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval Alignment COLING 2025
Query Efficient Black-Box Visual Prompting with Subspace Learning CVPR 2025
Vision-Language Models Do Not Understand Negation CVPR 2025
SpatialLLM: A Compound 3D-Informed Design towards Spatially-Intelligent Large Multimodal Models CVPR 2025
Layered Image Vectorization via Semantic Simplification CVPR 2025
Noise-Resistant Video Anomaly Detection via RGB Error-Guided Multiscale Predictive Coding and Dynamic Memory CVPR 2025