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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87

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453

859

1,652

3,233

5,368

6,434

7,726

8,506

9,951

12,524

14,487

6,029

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Papers (including subtopics)

Deep Graph Mating NeurIPS 2024 Deep Graph Neural Networks via Posteriori-Sampling-based Node-Adaptative Residual Module NeurIPS 2024 Deep Hierarchical Graph Alignment Kernels IJCAI 2024 Deep Hierarchical Video Compression AAAI 2024 Deep Homography Estimation for Visual Place Recognition AAAI 2024 Deep Homomorphism Networks NeurIPS 2024 Deep Image Fingerprint: Towards Low Budget Synthetic Image Detection and Model Lineage Analysis WACV 2024 Deep Incomplete Multi-View Learning Network with Insufficient Label Information AAAI 2024 DeepITE: Designing Variational Graph Autoencoders for Intervention Target Estimation NeurIPS 2024 DeepLag: Discovering Deep Lagrangian Dynamics for Intuitive Fluid Prediction NeurIPS 2024 Deep Learning-Based Alternative Route Computation AISTATS 2024 Deep Learning-based Computational Job Market Analysis: A Survey on Skill Extraction and Classification from Job Postings EACL 2024 Deep Learning for Computing Convergence Rates of Markov Chains NeurIPS 2024 Deep Learning for Style Transfer and Experimentation with Audio Effects and Music Creation AAAI 2024 Deep Learning Meets Egyptology: a Hieroglyphic Transformer for Translating Ancient Egyptian ACL 2024 Deep Learning on Graphs: A Data-Centric Exploration AAAI 2024 Deep Learning Through A Telescoping Lens: A Simple Model Provides Empirical Insights On Grokking, Gradient Boosting & Beyond NeurIPS 2024 Deep Learning with Requirements in the Real World IJCAI 2024 Deep Linear Array Pushbroom Image Restoration: A Degradation Pipeline and Jitter-Aware Restoration Network AAAI 2024 Deep linear networks for regression are implicitly regularized towards flat minima NeurIPS 2024 Deep Multi-Dimensional Classification with Pairwise Dimension-Specific Features IJCAI 2024 Deep Network Approximation: Beyond ReLU to Diverse Activation Functions JMLR 2024 Deep Networks Always Grok and Here is Why ICML 2024 Deep Neural Network Approximation of Invariant Functions through Dynamical Systems JMLR 2024 DEEP NEURAL NETWORK INITIALIZATION WITH SPARSITY INDUCING ACTIVATIONS ICLR 2024