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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Papers (including subtopics)
Interleaved Scene Graphs for Interleaved Text-and-Image Generation Assessment
ICLR 2025
InterMask: 3D Human Interaction Generation via Collaborative Masked Modeling
ICLR 2025
Intermediate Layer Classifiers for OOD generalization
ICLR 2025
InterMimic: Towards Universal Whole-Body Control for Physics-Based Human-Object Interactions
CVPR 2025
Internal Chain-of-Thought: Empirical Evidence for Layer‐wise Subtask Scheduling in LLMs
EMNLP 2025
Internal Value Alignment in Large Language Models through Controlled Value Vector Activation
ACL 2025
InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model
ACL 2025
Interpolating Neural Network-Tensor Decomposition (INN-TD): a scalable and interpretable approach for large-scale physics-based problems
ICML 2025
Interpretability Analysis of Arithmetic In-Context Learning in Large Language Models
EMNLP 2025
Interpretable Causal Representation Learning for Biological Data in the Pathway Space
ICLR 2025
Interpretable Company Similarity with Sparse Autoencoders
ACL 2025
Interpretable Failure Detection with Human-Level Concepts
AAAI 2025
Interpretable Generative Models through Post-hoc Concept Bottlenecks
CVPR 2025
Interpretable Global Minima of Deep ReLU Neural Networks on Sequentially Separable Data
JMLR 2025
Interpretable Image Classification via Non-parametric Part Prototype Learning
CVPR 2025
Interpretable Solutions for Multi-Physics PDEs Using T-NNGP
AAAI 2025
Interpretable Sparse Features for Probing Self-Supervised Speech Models
IJCNLP 2025
Interpretable Text Embeddings and Text Similarity Explanation: A Survey
EMNLP 2025
Interpretable Zero-Shot Learning with Locally-Aligned Vision-Language Model
ICCV 2025
Interpret and Control Dense Retrieval with Sparse Latent Features
NAACL 2025
Interpret and Improve In-Context Learning via the Lens of Input-Label Mappings
ACL 2025
Interpreting CLIP with Hierarchical Sparse Autoencoders
ICML 2025
Interpreting Object-level Foundation Models via Visual Precision Search
CVPR 2025
Interpreting the Effects of Quantization on LLMs
IJCNLP 2025
Inter-Speaker Relative Cues for Text-Guided Target Speech Extraction
Interspeech 2025