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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859

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5,368

6,434

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9,951

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14,487

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Papers (including subtopics)

BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks ICLR 2025 BIGE : Biomechanics-informed GenAI for Exercise Science L4DC 2025 Big Escape Benchmark: Evaluating Human-Like Reasoning in Language Models via Real-World Escape Room Challenges ACL 2025 BIG-FUSION: Brain-Inspired Global-Local Context Fusion Framework for Multimodal Emotion Recognition in Conversations AAAI 2025 BigMac: A Communication-Efficient Mixture-of-Experts Model Structure for Fast Training and Inference AAAI 2025 BiGR: Harnessing Binary Latent Codes for Image Generation and Improved Visual Representation Capabilities ICLR 2025 Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations AAAI 2025 Bi-Level Optimization for Semi-Supervised Learning with Pseudo-Labeling AAAI 2025 BiLoRA: Almost-Orthogonal Parameter Spaces for Continual Learning CVPR 2025 BiMAC: Bidirectional Multimodal Alignment in Contrastive Learning AAAI 2025 BiMaCoSR: Binary One-Step Diffusion Model Leveraging Flexible Matrix Compression for Real Super-Resolution ICML 2025 BIMBA: Selective-Scan Compression for Long-Range Video Question Answering CVPR 2025 BiMediX2 : Bio-Medical EXpert LMM for Diverse Medical Modalities EMNLP 2025 BiM-VFI: Bidirectional Motion Field-Guided Frame Interpolation for Video with Non-uniform Motions CVPR 2025 Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS Demosaicing CVPR 2025 Binarized Neural Network for Multi-spectral Image Fusion CVPR 2025 Binary Classifier Optimization for Large Language Model Alignment ACL 2025 BinaryDM: Accurate Weight Binarization for Efficient Diffusion Models ICLR 2025 Binary Event-Driven Spiking Transformer IJCAI 2025 BinaryFormer: 1-bit self-attention for long-range transformers in medical image segmentation and 3D diffusion models MIDL 2025 BinauralFlow: A Causal and Streamable Approach for High-Quality Binaural Speech Synthesis with Flow Matching Models ICML 2025 BindGPT: A Scalable Framework for 3D Molecular Design via Language Modeling and Reinforcement Learning AAAI 2025 Biodiversity ambition analysis with Large Language Models ACL 2025 Biologically Constrained Barrel Cortex Model Integrates Whisker Inputs and Replicates Key Brain Network Dynamics ICLR 2025 Biologically-Constrained Multi-Label Classification with Learnable Domain Knowledge MIDL 2025