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

2

5

1

2

47

50

53

51

87

90

125

229

234

453

859

1,652

3,233

5,368

6,434

7,726

8,506

9,951

12,524

14,487

6,029

'5

'10

'15

'20

'25

Papers (including subtopics)

FastAdaSP: Multitask-Adapted Efficient Inference for Large Speech Language Model EMNLP 2024 Fast and Continual Knowledge Graph Embedding via Incremental LoRA IJCAI 2024 Fast and Controllable Post-training Sparsity: Learning Optimal Sparsity Allocation with Global Constraint in Minutes AAAI 2024 Fast and Interpretable Face Identification for Out-of-Distribution Data Using Vision Transformers WACV 2024 Fast and Knowledge-Free Deep Learning for General Game Playing (Student Abstract) AAAI 2024 Fast and Memory-Efficient Video Diffusion Using Streamlined Inference NeurIPS 2024 Fast and unified path gradient estimators for normalizing flows ICLR 2024 FastAST: Accelerating Audio Spectrogram Transformer via Token Merging and Cross-Model Knowledge Distillation Interspeech 2024 Fast Best-of-N Decoding via Speculative Rejection NeurIPS 2024 FastCLIPstyler: Optimisation-Free Text-Based Image Style Transfer Using Style Representations WACV 2024 Fast Context-Based Low-Light Image Enhancement via Neural Implicit Representations ECCV 2024 Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation ECCV 2024 Fast Diffusion EM: A Diffusion Model for Blind Inverse Problems With Application to Deconvolution WACV 2024 FastDrag: Manipulate Anything in One Step NeurIPS 2024 Fast Ensembling with Diffusion Schrödinger Bridge ICLR 2024 Fast Equilibrium of SGD in Generic Situations ICLR 2024 Faster Accelerated First-order Methods for Convex Optimization with Strongly Convex Function Constraints NeurIPS 2024 Faster and Lighter LLMs: A Survey on Current Challenges and Way Forward IJCAI 2024 Faster Diffusion: Rethinking the Role of the Encoder for Diffusion Model Inference NeurIPS 2024 FasterDiT: Towards Faster Diffusion Transformers Training without Architecture Modification NeurIPS 2024 Faster Local Solvers for Graph Diffusion Equations NeurIPS 2024 Faster Neighborhood Attention: Reducing the O(n^2) Cost of Self Attention at the Threadblock Level NeurIPS 2024 Faster Randomized Methods for Orthogonality Constrained Problems JMLR 2024 Faster Stochastic Variance Reduction Methods for Compositional MiniMax Optimization AAAI 2024 FasterVD: On Acceleration of Video Diffusion Models IJCAI 2024