Deep Learning
78,198 papers (26 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
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5
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2
47
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87
90
125
229
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453
859
1,652
3,233
5,368
6,434
7,726
8,506
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12,524
14,487
6,029
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Papers (including subtopics)
OmniVec: Learning Robust Representations With Cross Modal Sharing
WACV 2024
OmniViD: A Generative Framework for Universal Video Understanding
CVPR 2024
On Accelerating Diffusion-Based Sampling Processes via Improved Integration Approximation
ICLR 2024
On Affine Homotopy between Language Encoders
NeurIPS 2024
On a Neural Implementation of Brenier’s Polar Factorization
ICML 2024
On Bias-Variance Alignment in Deep Models
ICLR 2024
On Calibration of Speech Classification Models: Insights from Energy-Based Model Investigations
Interspeech 2024
Once and for All: Universal Transferable Adversarial Perturbation against Deep Hashing-Based Facial Image Retrieval
AAAI 2024
Once for Both: Single Stage of Importance and Sparsity Search for Vision Transformer Compression
CVPR 2024
Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge
NeurIPS 2024
On Computational Limits of Modern Hopfield Models: A Fine-Grained Complexity Analysis
ICML 2024
On conditional diffusion models for PDE simulations
NeurIPS 2024
On Context Utilization in Summarization with Large Language Models
ACL 2024
On Convergence in Wasserstein Distance and f-divergence Minimization Problems
AISTATS 2024
On Convergence of Adam for Stochastic Optimization under Relaxed Assumptions
NeurIPS 2024
On Convergence of Incremental Gradient for Non-convex Smooth Functions
ICML 2024
On Diffusion Modeling for Anomaly Detection
ICLR 2024
On dimensionality of feature vectors in MPNNs
ICML 2024
On Discrete Prompt Optimization for Diffusion Models
ICML 2024
On Disentanglement of Asymmetrical Knowledge Transfer for Modality-Task Agnostic Federated Learning
AAAI 2024
On Divergence Measures for Training GFlowNets
NeurIPS 2024
One-2-3-45++: Fast Single Image to 3D Objects with Consistent Multi-View Generation and 3D Diffusion
CVPR 2024
One2Set + Large Language Model: Best Partners for Keyphrase Generation
EMNLP 2024
OneActor: Consistent Subject Generation via Cluster-Conditioned Guidance
NeurIPS 2024
One at a Time: Progressive Multi-Step Volumetric Probability Learning for Reliable 3D Scene Perception
AAAI 2024