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)

Better by default: Strong pre-tuned MLPs and boosted trees on tabular data NeurIPS 2024 Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization EMNLP 2024 BetterDepth: Plug-and-Play Diffusion Refiner for Zero-Shot Monocular Depth Estimation NeurIPS 2024 Better Explain Transformers by Illuminating Important Information EACL 2024 Better Late Than Never: Model-Agnostic Hallucination Post-Processing Framework Towards Clinical Text Summarization ACL 2024 Better Neural PDE Solvers Through Data-Free Mesh Movers ICLR 2024 Better Synthetic Data by Retrieving and Transforming Existing Datasets ACL 2024 BEVNeXt: Reviving Dense BEV Frameworks for 3D Object Detection CVPR 2024 BEVSpread: Spread Voxel Pooling for Bird's-Eye-View Representation in Vision-based Roadside 3D Object Detection CVPR 2024 Beyond Abstracts: A New Dataset, Prompt Design Strategy and Method for Biomedical Synthesis Generation ACL 2024 Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales NeurIPS 2024 Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning EMNLP 2024 Beyond Aesthetics: Cultural Competence in Text-to-Image Models NeurIPS 2024 Beyond Agreement: Diagnosing the Rationale Alignment of Automated Essay Scoring Methods based on Linguistically-informed Counterfactuals EMNLP 2024 Beyond Average: Individualized Visual Scanpath Prediction CVPR 2024 Beyond Binary: Multiclass Paraphasia Detection with Generative Pretrained Transformers and End-to-End Models Interspeech 2024 Beyond Concept Bottleneck Models: How to Make Black Boxes Intervenable? NeurIPS 2024 Beyond Dirichlet-based Models: When Bayesian Neural Networks Meet Evidential Deep Learning UAI 2024 Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling ICML 2024 Beyond Embeddings: The Promise of Visual Table in Visual Reasoning EMNLP 2024 Beyond Euclidean: Dual-Space Representation Learning for Weakly Supervised Video Violence Detection NeurIPS 2024 Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs. EMNLP 2024 Beyond First-Order Tweedie: Solving Inverse Problems using Latent Diffusion CVPR 2024 Beyond Fusion: Modality Hallucination-Based Multispectral Fusion for Pedestrian Detection WACV 2024 Beyond Grounding: Extracting Fine-Grained Event Hierarchies across Modalities AAAI 2024