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

1,652

3,233

5,368

6,434

7,726

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9,951

12,524

14,487

6,029

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Papers (including subtopics)

FlexiBO: A Decoupled Cost-Aware Multi-objective Optimization Approach for Deep Neural Networks (Abstract Reprint) AAAI 2024 Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts NeurIPS 2024 FlexMol: A Flexible Toolkit for Benchmarking Molecular Relational Learning NeurIPS 2024 FlexPlanner: Flexible 3D Floorplanning via Deep Reinforcement Learning in Hybrid Action Space with Multi-Modality Representation NeurIPS 2024 FlexSBDD: Structure-Based Drug Design with Flexible Protein Modeling NeurIPS 2024 “Flex Tape Can’t Fix That”: Bias and Misinformation in Edited Language Models EMNLP 2024 Flipping-based Policy for Chance-Constrained Markov Decision Processes NeurIPS 2024 FLIQS: One-Shot Mixed-Precision Floating-Point and Integer Quantization Search AutoML 2024 Floating Anchor Diffusion Model for Multi-motif Scaffolding ICML 2024 FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations NeurIPS 2024 FLORA: Fine-Grained Low-Rank Architecture Search for Vision Transformer WACV 2024 Flora: Low-Rank Adapters Are Secretly Gradient Compressors ICML 2024 FlowAVSE: Efficient Audio-Visual Speech Enhancement with Conditional Flow Matching Interspeech 2024 FlowDiffuser: Advancing Optical Flow Estimation with Diffusion Models CVPR 2024 FlowerFormer: Empowering Neural Architecture Encoding using a Flow-aware Graph Transformer CVPR 2024 Flow-Event Autoencoder: Event Stream Object Recognition Dataset Generation with Arbitrary High Temporal Resolution AAAI 2024 FlowIE: Efficient Image Enhancement via Rectified Flow CVPR 2024 FlowLLM: Flow Matching for Material Generation with Large Language Models as Base Distributions NeurIPS 2024 Flow Matching for Conditional Text Generation in a Few Sampling Steps EACL 2024 Flow Matching on General Geometries ICLR 2024 FlowMM: Generating Materials with Riemannian Flow Matching ICML 2024 Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory Matching NeurIPS 2024 Flow Snapshot Neurons in Action: Deep Neural Networks Generalize to Biological Motion Perception NeurIPS 2024 Flow to Better: Offline Preference-based Reinforcement Learning via Preferred Trajectory Generation ICLR 2024 FlowTrack: Revisiting Optical Flow for Long-Range Dense Tracking CVPR 2024