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575,626 papers

Self-Supervised Contrastive Learning is Approximately Supervised Contrastive Learning

Achleshwar Luthra, Tianbao Yang, Tomer Galanti

2025-06-04Contrastive Learning
Paper
Replay Can Provably Increase Forgetting

Yasaman Mahdaviyeh, James Lucas, Mengye Ren, Andreas S. Tolias, Richard Zemel et al.

2025-06-04Continual Learning
Paper
Even Faster Hyperbolic Random Forests: A Beltrami-Klein Wrapper Approach

Philippe Chlenski, Itsik Pe'er

2025-06-04
PaperCode
Half-Layered Neural Networks

Ethem Alpaydin

2025-06-04
Paper
RedRFT: A Light-Weight Benchmark for Reinforcement Fine-Tuning-Based Red Teaming

Xiang Zheng, Xingjun Ma, Wei-Bin Lee, Cong Wang

2025-06-04Red Teaming
PaperCode
Softlog-Softmax Layers and Divergences Contribute to a Computationally Dependable Ensemble Learning

Abdourrahmane Mahamane Atto

2025-06-04Ensemble Learning
Paper
Deep learning for predicting hauling fleet production capacity under uncertainties in open pit mines using real and simulated data

N Guerin, M Nakhla, A Dehoux, J L Loyer

2025-06-04Scheduling
Paper
Short-Term Power Demand Forecasting for Diverse Consumer Types to Enhance Grid Planning and Synchronisation

Asier Diaz-Iglesias, Xabier Belaunzaran, Ane M. Florez-Tapia

2025-06-04feature selectionDemand ForecastingLoad Forecasting
Paper
A Lyapunov Drift-Plus-Penalty Method Tailored for Reinforcement Learning with Queue Stability

Wenhan Xu, Jiashuo Jiang, Lei Deng, Danny Hin-Kwok Tsang

2025-06-04Reinforcement Learningreinforcement-learning
Paper
Relational reasoning and inductive bias in transformers trained on a transitive inference task

Jesse Geerts, Stephanie Chan, Claudia Clopath, Kimberly Stachenfeld

2025-06-04Relational Reasoning
Paper
Backbone Augmented Training for Adaptations

Jae Wan Park, Junhyeok Kim, Youngjun Jun, Hyunah Ko, Seong Jae Hwang et al.

2025-06-04Text GenerationImage Generation
Paper
Training-free AI for Earth Observation Change Detection using Physics Aware Neuromorphic Networks

Stephen Smith, Cormac Purcell, Zdenka Kuncic

2025-06-04Change Detection
Paper
DrSR: LLM based Scientific Equation Discovery with Dual Reasoning from Data and Experience

Runxiang Wang, Boxiao Wang, Kai Li, Yifan Zhang, Jian Cheng et al.

2025-06-04regressionEfficient ExplorationSymbolic Regression
Paper
SF$^2$Bench: Evaluating Data-Driven Models for Compound Flood Forecasting in South Florida

Xu Zheng, Chaohao Lin, Sipeng Chen, Zhuomin Chen, Jimeng Shi et al.

2025-06-04
Paper
macOSWorld: A Multilingual Interactive Benchmark for GUI Agents

Pei Yang, Hai Ci, Mike Zheng Shou

2025-06-04BenchmarkingDomain Adaptation
PaperCode
The Latent Space Hypothesis: Toward Universal Medical Representation Learning

Salil Patel

2025-06-04Continual LearningRepresentation Learning
Paper
Comparative performance of ensemble models in predicting dental provider types: insights from fee-for-service data

Mohammad Subhi Al-Batah, Muhyeeddin Alqaraleh, Mowafaq Salem Alzboon, Abdullah Alourani

2025-06-04
Paper
Classifying Dental Care Providers Through Machine Learning with Features Ranking

Mohammad Subhi Al-Batah, Mowafaq Salem Alzboon, Muhyeeddin Alqaraleh, Mohammed Hasan Abu-Arqoub, Rashiq Rafiq Marie et al.

2025-06-04feature selection
Paper
Diffusion Transformer-based Universal Dose Denoising for Pencil Beam Scanning Proton Therapy

Yuzhen Ding, Jason Holmes, Hongying Feng, Martin Bues, Lisa A. McGee et al.

2025-06-04Denoising
Paper
Bridging the Performance Gap Between Target-Free and Target-Based Reinforcement Learning With Iterated Q-Learning

Théo Vincent, Yogesh Tripathi, Tim Faust, Yaniv Oren, Jan Peters et al.

2025-06-04Q-Learning
Paper
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