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Representation Learning

18863 directly classified papers

Papers per year

Papers

Efficient Online Prediction for High-Dimensional Time Series via Joint Tensor Tucker Decomposition JMLR 2025
The Learning Dynamics of Subword Segmentation for Morphologically Diverse Languages IJCNLP 2025
PersonalizedUS: Interpretable Breast Cancer Risk Assessment with Local Coverage Uncertainty Quantification AAAI 2025
Condensing Action Segmentation Datasets via Generative Network Inversion CVPR 2025
Adaptive Multi-Faceted Service Capabilities Co-Prediction for Nationwide Terminal Stations in Logistics AAAI 2025
SIFT-50M: A Large-Scale Multilingual Dataset for Speech Instruction Fine-Tuning ACL 2025
wavCSE: Learning Fixed-size Unified Speech Embeddings via Feature-based Multi-Task Learning IJCNLP 2025
Learning First-Order Logic Rules for Argumentation Mining ACL 2025
HateNet-BN at BLP-2025 Task 1: A Hierarchical Attention Approach for Bangla Hate Speech Detection IJCNLP 2025
A Review of Quantum Computing Approaches to Semantic Search and Text Classification in Natural Language Processing IJCNLP 2025
Change3D: Revisiting Change Detection and Captioning from A Video Modeling Perspective CVPR 2025
Less Mature is More Adaptable for Sentence-level Language Modeling ACL 2025
Cross-Linguistic Phonological Similarity Analysis in Sign Languages Using HamNoSys IJCNLP 2025
Deep Variational Multivariate Information Bottleneck - A Framework for Variational Losses JMLR 2025
Quad-Pixel Image Defocus Deblurring: A New Benchmark and Model CVPR 2025
The Knowledge Microscope: Features as Better Analytical Lenses than Neurons ACL 2025
Logical Table-to-Text Generation: Challenges, Methods, and Reasoning IJCNLP 2025
Structure-Aware Chunking for Abstractive Summarization of Long Legal Documents IJCNLP 2025
GG-SSMs: Graph-Generating State Space Models CVPR 2025
Upcycling Instruction Tuning from Dense to Mixture-of-Experts via Parameter Merging ACL 2025
Deep Change Monitoring: A Hyperbolic Representative Learning Framework and a Dataset for Long-term Fine-grained Tree Change Detection CVPR 2025
How Your Location Relates to Health: Variable Importance and Interpretable Machine Learning for Environmental and Sociodemographic Data AAAI 2025
Scaling ResNets in the Large-depth Regime JMLR 2025
Middle-Layer Representation Alignment for Cross-Lingual Transfer in Fine-Tuned LLMs ACL 2025
L3TC: Leveraging RWKV for Learned Lossless Low-Complexity Text Compression AAAI 2025