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Deep Learning

78,198 papers (26 classified directly here)

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Papers (including subtopics)

Linear Convergence of Diffusion Models Under the Manifold Hypothesis COLT 2025 Linear Decoding of Morphology Relations in Language Models (Student Abstract) AAAI 2025 Linearization Turns Neural Operators into Function-Valued Gaussian Processes ICML 2025 Linear Mode Connectivity between Multiple Models modulo Permutation Symmetries ICML 2025 Linear Mode Connectivity in Differentiable Tree Ensembles ICLR 2025 Linear Multistep Solver Distillation for Fast Sampling of Diffusion Models ICLR 2025 Linear Relational Decoding of Morphology in Language Models NAACL 2025 Linear Steerability in Language Models: When It Emerges and How It Evolves EMNLP 2025 Linear Supervision for Nonlinear, High-Dimensional Neural Control and Differential Games L4DC 2025 LineArt: A Knowledge-guided Training-free High-quality Appearance Transfer for Design Drawing with Diffusion Model CVPR 2025 Linear Transformers as VAR Models: Aligning Autoregressive Attention Mechanisms with Autoregressive Forecasting ICML 2025 Linear Transformer Topological Masking with Graph Random Features ICLR 2025 LinearVC: Linear Transformations of Self-Supervised Features Through the Lens of Voice Conversion Interspeech 2025 LinGen: Towards High-Resolution Minute-Length Text-to-Video Generation with Linear Computational Complexity CVPR 2025 LinguaLens: Towards Interpreting Linguistic Mechanisms of Large Language Models via Sparse Auto-Encoder EMNLP 2025 Linguistic and Embedding-Based Profiling of Texts Generated by Humans and Large Language Models EMNLP 2025 Linguistic Generalizability of Test-Time Scaling in Mathematical Reasoning ACL 2025 Linguistic Neuron Overlap Patterns to Facilitate Cross-lingual Transfer on Low-resource Languages EMNLP 2025 LinkAlign: Scalable Schema Linking for Real-World Large-Scale Multi-Database Text-to-SQL EMNLP 2025 Link to the Past: Temporal Propagation for Fast 3D Human Reconstruction from Monocular Video CVPR 2025 LINR-PCGC: Lossless Implicit Neural Representations for Point Cloud Geometry Compression ICCV 2025 LION-FS: Fast & Slow Video-Language Thinker as Online Video Assistant CVPR 2025 LionGuard 2: Building Lightweight, Data-Efficient & Localised Multilingual Content Moderators EMNLP 2025 LiON-LoRA: Rethinking LoRA Fusion to Unify Controllable Spatial and Temporal Generation for Video Diffusion ICCV 2025 LIPIDS: Learning-Based Illumination Planning in Discretized (Light) Space for Photometric Stereo WACV 2025