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)

Lifting Scheme-Based Implicit Disentanglement of Emotion-Related Facial Dynamics in the Wild AAAI 2025 Lifting the Veil on Visual Information Flow in MLLMs: Unlocking Pathways to Faster Inference CVPR 2025 LIFT: Latent Implicit Functions for Task- and Data-Agnostic Encoding ICCV 2025 LiFT: Learning to Fine-Tune via Bayesian Parameter Efficient Meta Fine-Tuning ICLR 2025 LIFT the Veil for the Truth: Principal Weights Emerge after Rank Reduction for Reasoning-Focused Supervised Fine-Tuning ICML 2025 Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space ICLR 2025 Liger: Linearizing Large Language Models to Gated Recurrent Structures ICML 2025 LightBSR: Towards Lightweight Blind Super-Resolution via Discriminative Implicit Degradation Representation Learning ICCV 2025 LightGTS: A Lightweight General Time Series Forecasting Model ICML 2025 Lightning-Fast Image Inversion and Editing for Text-to-Image Diffusion Models ICLR 2025 LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph AAAI 2025 Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond ACL 2025 LightRAG: Simple and Fast Retrieval-Augmented Generation EMNLP 2025 Lightspeed Geometric Dataset Distance via Sliced Optimal Transport ICML 2025 Light-T2M: A Lightweight and Fast Model for Text-to-motion Generation AAAI 2025 LightThinker: Thinking Step-by-Step Compression EMNLP 2025 Light Transport-aware Diffusion Posterior Sampling for Single-View Reconstruction of 3D Volumes CVPR 2025 Lightweight and Fast Real-time Image Enhancement via Decomposition of the Spatial-aware Lookup Tables ICCV 2025 Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence NAACL 2025 Lightweight Contrastive Distilled Hashing for Online Cross-modal Retrieval AAAI 2025 Lightweight Dataset Pruning without Full Training via Example Difficulty and Prediction Uncertainty ICML 2025 Light-Weight Hallucination Detection using Contrastive Learning for Conditional Text Generation ACL 2025 Lightweight LLM Adaptation for Medical Summarisation: Roux-lette at PerAnsSumm Shared Task NAACL 2025 Lightweight-Mark: Rethinking Deep Learning-Based Watermarking ICML 2025 Lightweight Neural App Control ICLR 2025