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
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
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'25
Papers (including subtopics)
Transformers Can Learn Temporal Difference Methods for In-Context Reinforcement Learning
ICLR 2025
Transformers Can Model Human Hyperprediction in Buzzer Quiz
NAACL 2025
Transformers from Diffusion: A Unified Framework for Neural Message Passing
JMLR 2025
Transformers Handle Endogeneity in In-Context Linear Regression
ICLR 2025
Transformers Learn Low Sensitivity Functions: Investigations and Implications
ICLR 2025
Transformers: Leveraging OpenNMT and Transfer Learning for Low-Resource Indian Language Translation
EMNLP 2025
Transformers Provably Solve Parity Efficiently with Chain of Thought
ICLR 2025
Transformers without Normalization
CVPR 2025
Transforming adaptation tracking: benchmarking Transformer-based NLP approaches to retrieve adaptation-relevant information from climate policy text
ACL 2025
Transforming Brainwaves into Language: EEG Microstates Meet Text Embedding Models for Dementia Detection
ACL 2025
Transforming Causal LLM into MLM Encoder for Detecting Social Media Manipulation in Telegram
ACL 2025
Transforming Code Understanding: Clustering-Based Retrieval for Improved Summarization in Domain-Specific Languages
COLING 2025
Transforming Podcast Preview Generation: From Expert Models to LLM-Based Systems
ACL 2025
Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model
ICLR 2025
Transientangelo: Few-Viewpoint Surface Reconstruction using Single-Photon Lidar
WACV 2025
Transition Path Sampling with Improved Off-Policy Training of Diffusion Path Samplers
ICLR 2025
TransiT: Transient Transformer for Non-line-of-sight Videography
ICCV 2025
Translate Smart, not Hard: Cascaded Translation Systems with Quality-Aware Deferral
EMNLP 2025
Transolver++: An Accurate Neural Solver for PDEs on Million-Scale Geometries
ICML 2025
Transparent Reference-free Automated Evaluation of Open-Ended User Survey Responses
EMNLP 2025
Transparent Vision: A Theory of Hierarchical Invariant Representations
ICCV 2025
TransPixeler: Advancing Text-to-Video Generation with Transparency
CVPR 2025
TranSplat: Generalizable 3D Gaussian Splatting from Sparse Multi-View Images with Transformers
AAAI 2025
Trans-Sent at SemEval-2025 Task 11: Text-based Multi-label Emotion Detection using Pre-Trained BERT Transformer Models
SemEval 2025
TranssionMT’s Submission to the Indic MT Shared Task in WMT 2025
EMNLP 2025