Application Areas
34,437 papers (4 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Domain Adaptation (9,897)
Efficient Computing (8,226)
Data Augmentation (3,648)
Fairness (3,574)
Knowledge Distillation (3,219)
Privacy (3,022)
Domain Generalization (1,972)
Model Compression (1,736)
Risk Management (1,119)
Model Merging (592)
Recommender Systems (343)
Information Retrieval (249)
Text Classification (144)
Text Processing (2)
Papers per year
1
3
5
5
4
19
24
28
26
35
42
55
142
116
147
330
517
1,020
1,828
2,498
3,411
3,854
5,063
6,422
7,176
1,666
2000
'5
'10
'15
'20
'25
Papers (including subtopics)
InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery
COLING 2025
InstructPart: Task-Oriented Part Segmentation with Instruction Reasoning
ACL 2025
Instruct-SkillMix: A Powerful Pipeline for LLM Instruction Tuning
ICLR 2025
Instruct Where the Model Fails: Generative Data Augmentation via Guided Self-contrastive Fine-tuning
AAAI 2025
Integrating Independent Layer-Wise Rank Selection with Low-Rank SVD Training for Model Compression: A Theory-Driven Approach
IJCAI 2025
Integrating Personalized Spatio-Temporal Clustering for Next POI Recommendation
AAAI 2025
Integrating Task-Specific and Universal Adapters for Pre-Trained Model-based Class-Incremental Learning
ICCV 2025
Integration-free Kernels for Equivariant Gaussian Process Modelling
ICML 2025
Intent Contrastive Learning Based on Multi-view Augmentation for Sequential Recommendation
COLING 2025
Interaction-Merged Motion Planning: Effectively Leveraging Diverse Motion Datasets for Robust Planning
ICCV 2025
Interactive platform for the exploration of large-scale ‘living’ systematic maps
ACL 2025
Interactive Speculative Planning: Enhance Agent Efficiency through Co-design of System and User Interface
ICLR 2025
INTERCHART: Benchmarking Visual Reasoning Across Decomposed and Distributed Chart Information
IJCNLP 2025
Interdisciplinary Research in Conversation: A Case Study in Computational Morphology for Language Documentation
EMNLP 2025
Intermediate Layer Classifiers for OOD generalization
ICLR 2025
Interpolating Neural Network-Tensor Decomposition (INN-TD): a scalable and interpretable approach for large-scale physics-based problems
ICML 2025
Interpretable Failure Detection with Human-Level Concepts
AAAI 2025
Interpretable Generative Models through Post-hoc Concept Bottlenecks
CVPR 2025
Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology
ICLR 2025
Interpretable Zero-Shot Learning with Locally-Aligned Vision-Language Model
ICCV 2025
Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations
ICLR 2025
Interpreting the Effects of Quantization on LLMs
IJCNLP 2025
Intersectional Bias in Japanese Large Language Models from a Contextualized Perspective
ACL 2025
In-the-wild Audio Spatialization with Flexible Text-guided Localization
ACL 2025
IntLoRA: Integral Low-rank Adaptation of Quantized Diffusion Models
ICML 2025