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

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14,487

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Papers (including subtopics)

AnyScene: Customized Image Synthesis with Composited Foreground CVPR 2024 Any-Size-Diffusion: Toward Efficient Text-Driven Synthesis for Any-Size HD Images AAAI 2024 Any-Stereo: Arbitrary Scale Disparity Estimation for Iterative Stereo Matching AAAI 2024 AnyText: Multilingual Visual Text Generation and Editing ICLR 2024 AnyTrans: Translate AnyText in the Image with Large Scale Models EMNLP 2024 A One-Shot Learning Approach To Document Layout Segmentation of Ancient Arabic Manuscripts WACV 2024 AP-Adapter: Improving Generalization of Automatic Prompts on Unseen Text-to-Image Diffusion Models NeurIPS 2024 A Patch-based Student-Teacher Pyramid Matching Approach to Anomaly Detection in 3D Magnetic Resonance Imaging MIDL 2024 A path-norm toolkit for modern networks: consequences, promises and challenges ICLR 2024 A PDE-based Explanation of Extreme Numerical Sensitivities and Edge of Stability in Training Neural Networks JMLR 2024 APEBench: A Benchmark for Autoregressive Neural Emulators of PDEs NeurIPS 2024 A Pedestrian is Worth One Prompt: Towards Language Guidance Person Re-Identification CVPR 2024 A Peek into Token Bias: Large Language Models Are Not Yet Genuine Reasoners EMNLP 2024 A Phase Transition between Positional and Semantic Learning in a Solvable Model of Dot-Product Attention NeurIPS 2024 A Picture Is Worth a Thousand Words: Co-designing Text-to-Image Generation Learning Materials for K-12 with Educators AAAI 2024 ApiQ: Finetuning of 2-Bit Quantized Large Language Model EMNLP 2024 APISR: Anime Production Inspired Real-World Anime Super-Resolution CVPR 2024 A Planar-Symmetric SO(3) Representation for Learning Grasp Detection CoRL 2024 A Plug-and-Play Image Registration Network ICLR 2024 A Plug-and-Play Quaternion Message-Passing Module for Molecular Conformation Representation AAAI 2024 A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class Intents EMNLP 2024 Apple Tasting: Combinatorial Dimensions and Minimax Rates COLT 2024 APPLS: Evaluating Evaluation Metrics for Plain Language Summarization EMNLP 2024 Applying Contrastive Learning to Code Vulnerability Type Classification EMNLP 2024 Applying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models NeurIPS 2024