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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Papers (including subtopics)

Formality is Favored: Unraveling the Learning Preferences of Large Language Models on Data with Conflicting Knowledge EMNLP 2024 Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use ACL 2024 Fortuna: A Library for Uncertainty Quantification in Deep Learning JMLR 2024 Forward χ^2 Divergence Based Variational Importance Sampling ICLR 2024 Forward-Backward Reasoning in Large Language Models for Mathematical Verification ACL 2024 Forward Learning of Graph Neural Networks ICLR 2024 Forward Learning with Top-Down Feedback: Empirical and Analytical Characterization ICLR 2024 FOSI: Hybrid First and Second Order Optimization ICLR 2024 Foundational Autoraters: Taming Large Language Models for Better Automatic Evaluation EMNLP 2024 Foundation Model for Biomedical Graphs: Integrating Knowledge Graphs and Protein Structures to Large Language Models ACL 2024 FoundationPose: Unified 6D Pose Estimation and Tracking of Novel Objects CVPR 2024 FOUND: Foot Optimization With Uncertain Normals for Surface Deformation Using Synthetic Data WACV 2024 Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding NeurIPS 2024 FouRA: Fourier Low-Rank Adaptation NeurIPS 2024 Fourier-enhanced Implicit Neural Fusion Network for Multispectral and Hyperspectral Image Fusion NeurIPS 2024 Fourier Neural Operators for Arbitrary Resolution Climate Data Downscaling JMLR 2024 Fourier Priors-Guided Diffusion for Zero-Shot Joint Low-Light Enhancement and Deblurring CVPR 2024 Fourier Transporter: Bi-Equivariant Robotic Manipulation in 3D ICLR 2024 FoVNet: Configurable Field-of-View Speech Enhancement with Low Computation and Distortion for Smart Glasses Interspeech 2024 FPGAN-Control: A Controllable Fingerprint Generator for Training With Synthetic Data WACV 2024 FPRF: Feed-Forward Photorealistic Style Transfer of Large-Scale 3D Neural Radiance Fields AAAI 2024 FRAG: Frequency Adapting Group for Diffusion Video Editing ICML 2024 FrameQuant: Flexible Low-Bit Quantization for Transformers ICML 2024 Framework-Agnostic Semantically-Aware Global Reasoning for Segmentation WACV 2024 Fraunhofer SIT at WASSA 2024 Empathy and Personality Shared Task: Use of Sentiment Transformers and Data Augmentation With Fuzzy Labels to Predict Emotional Reactions in Conversations and Essays ACL 2024