Machine Learning
132,800 papers (10 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
5
22
43
74
52
76
308
315
348
358
533
570
711
1,481
1,361
1,651
2,440
3,865
5,968
9,301
11,133
13,312
14,452
17,500
20,351
21,167
5,403
2000
'5
'10
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Papers (including subtopics)
Fine-Grained Features-based Code Search for Precise Query-Code Matching
COLING 2025
Fine-Grained Graph Representation Learning for Heterogeneous Mobile Networks with Attentive Fusion and Contrastive Learning
AAAI 2025
Fine-Grained Image-Text Correspondence with Cost Aggregation for Open-Vocabulary Part Segmentation
CVPR 2025
Fine-Grained Perception in Panoramic Scenes: A Novel Task, Dataset, and Method for Object Importance Ranking
AAAI 2025
Fine-grained Prompt Screening: Defending Against Backdoor Attack on Text-to-Image Diffusion Models
IJCAI 2025
Fine-Grained Spatial and Verbal Losses for 3D Visual Grounding
WACV 2025
Fine-Grained Transfer Learning for Harmful Content Detection through Label-Specific Soft Prompt Tuning
NAACL 2025
Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment
ICLR 2025
Fine-grained Video Dubbing Duration Alignment with Segment Supervised Preference Optimization
ACL 2025
FineMem: Breaking the Allocation Overhead vs. Memory Waste Dilemma in Fine-Grained Disaggregated Memory Management
OSDI 2025
FineRAG: Fine-grained Retrieval-Augmented Text-to-Image Generation
COLING 2025
Finer-CAM: Spotting the Difference Reveals Finer Details for Visual Explanation
CVPR 2025
FineReason: Evaluating and Improving LLMs’ Deliberate Reasoning through Reflective Puzzle Solving
ACL 2025
Fine-Tuned LLMs are “Time Capsules” for Tracking Societal Bias Through Books
NAACL 2025
Fine-Tuned Thoughts: Leveraging Chain-of-Thought Reasoning for Industrial Asset Health Monitoring
EMNLP 2025
Fine-Tuned Transformer-Based Weighted Soft Voting Ensemble for Persuasion Technique Classification in Slavic Languages
ACL 2025
Fine‐Tuned Transformers for Detection and Classification of Persuasion Techniques in Slavic Languages
ACL 2025
Fine-Tune on the Format: First Improving Multiple-Choice Evaluation for Intermediate LLM Checkpoints
ACL 2025
Fine-Tuning Attention Modules Only: Enhancing Weight Disentanglement in Task Arithmetic
ICLR 2025
Fine-tuning can Help Detect Pretraining Data from Large Language Models
ICLR 2025
Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein Design
ICLR 2025
Fine-Tuning Encoder-Decoder Models with Contrastive Learning for In-Context Distractor Generation
EMNLP 2025
Fine-Tuning Language Models with Collaborative and Semantic Experts
AAAI 2025
Fine-Tuning Large Language Models for Relation Extraction within a Retrieval-Augmented Generation Framework
ACL 2025
Fine-Tuning Large Language Models with Sequential Instructions
NAACL 2025