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)

IW-Bench: Evaluating Large Multimodal Models for Converting Image-to-Web ACL 2025 IWSLT 2025 Indic Track System Description Paper: Speech-to-Text Translation from Low-Resource Indian Languages (Bengali and Tamil) to English ACL 2025 ixi-GEN: Efficient Industrial sLLMs through Domain Adaptive Continual Pretraining EMNLP 2025 Jackpot: Approximating Uncertainty Domains with Adversarial Manifolds JMLR 2025 Jacobian Sparse Autoencoders: Sparsify Computations, Not Just Activations ICML 2025 Jailbreak Antidote: Runtime Safety-Utility Balance via Sparse Representation Adjustment in Large Language Models ICLR 2025 JailbreakDiffBench: A Comprehensive Benchmark for Jailbreaking Diffusion Models ICCV 2025 Jailbreak Distillation: Renewable Safety Benchmarking EMNLP 2025 Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks ICLR 2025 Jailbreaking? One Step Is Enough! ACL 2025 Jailbreaking Prompt Attack: A Controllable Adversarial Attack against Diffusion Models NAACL 2025 Jailbreaking the Non-Transferable Barrier via Test-Time Data Disguising CVPR 2025 Jailbreaking with Universal Multi-Prompts NAACL 2025 Jailbreak LLMs through Internal Stance Manipulation EMNLP 2025 Jailbreak-Tuning: Models Efficiently Learn Jailbreak Susceptibility EMNLP 2025 JailPO: A Novel Black-Box Jailbreak Framework via Preference Optimization Against Aligned LLMs AAAI 2025 Jamba: Hybrid Transformer-Mamba Language Models ICLR 2025 Jamo-Level Subword Tokenization in Low-Resource Korean Machine Translation NAACL 2025 JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration AAAI 2025 JBBQ: Japanese Bias Benchmark for Analyzing Social Biases in Large Language Models ACL 2025 JEBS: A Fine-grained Biomedical Lexical Simplification Task ACL 2025 JellyK at SemEval-2025 Task 11: Russian Multi-label Emotion Detection with Pre-trained BERT-based Language Models SemEval 2025 JEN-1 Composer: A Unified Framework for High-Fidelity Multi-Track Music Generation AAAI 2025 JEN-1 DreamStyler: Customized Musical Concept Learning via Pivotal Parameters Tuning AAAI 2025 JGU Mainz’s Submission to the WMT25 Shared Task on LLMs with Limited Resources for Slavic Languages: MT and QA EMNLP 2025