conftrace_

Deep Learning

78,198 papers (26 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Learning Types (32,670) Architectures (30,950) Models (20,488) Techniques (9,432) Optimization & Theory (7,804) Application Areas (273)

Papers per year

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5,368

6,434

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Papers (including subtopics)

Speaking Beyond Language: A Large-Scale Multimodal Dataset for Learning Nonverbal Cues from Video-Grounded Dialogues ACL 2025 SPE Attention: Making Attention Equivariant to Semantic-Preserving Permutation for Code Processing EMNLP 2025 Specifying What You Know or Not for Multi-Label Class-Incremental Learning AAAI 2025 SPECS: Specificity-Enhanced CLIP-Score for Long Image Caption Evaluation EMNLP 2025 SpectFormer: Frequency and Attention is What You Need in a Vision Transformer WACV 2025 SpecTokenizer: A Lightweight Streaming Codec in the Compressed Spectrum Domain Interspeech 2025 SpectralAR: Spectral Autoregressive Visual Generation ICCV 2025 Spectral Compressive Imaging via Unmixing-driven Subspace Diffusion Refinement ICLR 2025 Spectral Estimators for Multi-Index Models: Precise Asymptotics and Optimal Weak Recovery COLT 2025 SpectralGap: Graph-Level Out-of-Distribution Detection via Laplacian Eigenvalue Gaps IJCAI 2025 Spectral Image Tokenizer ICCV 2025 Spectral Informed Mamba for Robust Point Cloud Processing CVPR 2025 Spectral Insights into Data-Oblivious Critical Layers in Large Language Models ACL 2025 Spectral Motion Alignment for Video Motion Transfer Using Diffusion Models AAAI 2025 Spectral-Refiner: Accurate Fine-Tuning of Spatiotemporal Fourier Neural Operator for Turbulent Flows ICLR 2025 Spectral Scaling Laws in Language Models: emphHow Effectively Do Feed-Forward Networks Use Their Latent Space? EMNLP 2025 Spectral State Space Model for Rotation-Invariant Visual Representation Learning CVPR 2025 Spectro-Riemannian Graph Neural Networks ICLR 2025 Speculative Diffusion Decoding: Accelerating Language Generation through Diffusion NAACL 2025 Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling ICLR 2025 Speculative Reward Model Boosts Decision Making Ability of LLMs Cost-Effectively ACL 2025 Speculative Safety-Aware Decoding EMNLP 2025 Speculative Sampling via Exponential Races ACL 2025 Speculative Streaming: Efficient and Scalable Speculative Decoding with Multi-Stream Attention EMNLP 2025 Spec-VLA: Speculative Decoding for Vision-Language-Action Models with Relaxed Acceptance EMNLP 2025