conftrace_

Machine Learning

132,800 papers (10 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Learning Types (56,253) Core Methods (51,083) Optimization & Theory (43,292) Application Areas (34,437) Bayesian & Probabilistic (4,733) Learning Paradigms (2,205)

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

'15

'20

'25

Papers (including subtopics)

Circuit Stability Characterizes Language Model Generalization ACL 2025 Circuit-Tracer: A New Library for Finding Feature Circuits EMNLP 2025 Circumventing Backdoor Space via Weight Symmetry ICML 2025 Circumventing Shortcuts in Audio-visual Deepfake Detection Datasets with Unsupervised Learning CVPR 2025 CirT: Global Subseasonal-to-Seasonal Forecasting with Geometry-inspired Transformer ICLR 2025 CiteEval: Principle-Driven Citation Evaluation for Source Attribution ACL 2025 CiteFix: Enhancing RAG Accuracy Through Post-Processing Citation Correction ACL 2025 CITI: Enhancing Tool Utilizing Ability in Large Language Models Without Sacrificing General Performance AAAI 2025 CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning AAAI 2025 CityAnchor: City-scale 3D Visual Grounding with Multi-modality LLMs ICLR 2025 CityNav: A Large-Scale Dataset for Real-World Aerial Navigation ICCV 2025 CitySim: Modeling Urban Behaviors and City Dynamics with Large-Scale LLM-Driven Agent Simulation EMNLP 2025 CityWalker: Learning Embodied Urban Navigation from Web-Scale Videos CVPR 2025 CIVET: Systematic Evaluation of Understanding in VLMs EMNLP 2025 CLaC at SemEval-2025 Task 6: A Multi-Architecture Approach for Corporate Environmental Promise Verification SemEval 2025 CLAIMCHECK: How Grounded are LLM Critiques of Scientific Papers? EMNLP 2025 Claim-Guided Textual Backdoor Attack for Practical Applications NAACL 2025 CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention ACL 2025 ClaimPKG: Enhancing Claim Verification via Pseudo-Subgraph Generation with Lightweight Specialized LLM ACL 2025 CLaMP 2: Multimodal Music Information Retrieval Across 101 Languages Using Large Language Models NAACL 2025 CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages ACL 2025 CLAMP: Crowdsourcing a LArge-scale in-the-wild haptic dataset with an open-source device for Multimodal robot Perception CoRL 2025 Clarity Amidst Blur: A Deterministic Method for Synthetic Generation of Water Droplets on Camera Lenses WACV 2025 CLaSp: In-Context Layer Skip for Self-Speculative Decoding ACL 2025 Class-Agnostic Visio-Temporal Scene Sketch Semantic Segmentation WACV 2025