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575,626 papers

Transformers Are Universally Consistent

Sagar Ghosh, Kushal Bose, Swagatam Das

2025-05-30Language Modelling
Paper
Learning to Optimally Dispatch Power: Performance on a Nation-Wide Real-World Dataset

Ignacio Boero, Santiago Diaz, Tomás Vázquez, Enzo Coppes, Pablo Belzarena et al.

2025-05-30
PaperCode
Efficient Neural and Numerical Methods for High-Quality Online Speech Spectrogram Inversion via Gradient Theorem

Andres Fernandez, Juan Azcarreta, Cagdas Bilen, Jesus Monge Alvarez

2025-05-30
Paper
Smooth Model Compression without Fine-Tuning

Christina Runkel, Natacha Kuete Meli, Jovita Lukasik, Ander Biguri, Carola-Bibiane Schönlieb et al.

2025-05-30Model Compression
Paper
Logits-Based Finetuning

Jingyao Li, Senqiao Yang, Sitong Wu, Han Shi, Chuanyang Zheng et al.

2025-05-30Out of Distribution (OOD) Detection
PaperCode
Stepsize anything: A unified learning rate schedule for budgeted-iteration training

Anda Tang, Yiming Dong, Yutao Zeng, Zhou Xun, Zhouchen Lin et al.

2025-05-30
Paper
Weisfeiler and Leman Follow the Arrow of Time: Expressive Power of Message Passing in Temporal Event Graphs

Franziska Heeg, Jonas Sauer, Petra Mutzel, Ingo Scholtes

2025-05-30Graph Classification
Paper
Graph Flow Matching: Enhancing Image Generation with Neighbor-Aware Flow Fields

Md Shahriar Rahim Siddiqui, Moshe Eliasof, Eldad Haber

2025-05-30Image Generation
Paper
Advancing Compositional Awareness in CLIP with Efficient Fine-Tuning

Amit Peleg, Naman Deep Singh, Matthias Hein

2025-05-30Retrieval
Paper
Multi-task Learning for Heterogeneous Multi-source Block-Wise Missing Data

Yang Sui, Qi Xu, Yang Bai, Annie Qu

2025-05-30MarketingMulti-Task Learning
Paper
On the Lipschitz Continuity of Set Aggregation Functions and Neural Networks for Sets

Giannis Nikolentzos, Konstantinos Skianis

2025-05-30
Paper
LightSAM: Parameter-Agnostic Sharpness-Aware Minimization

Yifei Cheng, Li Shen, Hao Sun, Nan Yin, Xiaochun Cao et al.

2025-05-30
Paper
Interpreting Large Text-to-Image Diffusion Models with Dictionary Learning

Stepan Shabalin, Ayush Panda, Dmitrii Kharlapenko, Abdur Raheem Ali, Yixiong Hao et al.

2025-05-30Image GenerationDictionary LearningLanguage Modelling
PaperCode
Cartan Networks: Group theoretical Hyperbolic Deep Learning

Federico Milanesio, Matteo Santoro, Pietro G. Fré, Guido Sanguinetti

2025-05-30Deep Learning
PaperCode
ROAD: Responsibility-Oriented Reward Design for Reinforcement Learning in Autonomous Driving

Yongming Chen, Miner Chen, Liewen Liao, Mingyang Jiang, Xiang Zuo et al.

2025-05-30Reinforcement LearningDecision MakingAutonomous Driving
Paper
On the Emergence of Weak-to-Strong Generalization: A Bias-Variance Perspective

Gengze Xu, Wei Yao, Ziqiao Wang, Yong liu

2025-05-30Attribute
Paper
GradPower: Powering Gradients for Faster Language Model Pre-Training

Mingze Wang, Jinbo Wang, JiaQi Zhang, Wei Wang, Peng Pei et al.

2025-05-30Language Modelling
Paper
On Fairness of Task Arithmetic: The Role of Task Vectors

Hiroki Naganuma, Kotaro Yoshida, Laura Gomezjurado Gonzalez, Takafumi Horie, Yuji Naraki et al.

2025-05-30FairnessModel EditingHate Speech Detection+2
Paper
Taming Hyperparameter Sensitivity in Data Attribution: Practical Selection Without Costly Retraining

Weiyi Wang, Junwei Deng, Yuzheng Hu, Shiyuan Zhang, Xirui Jiang et al.

2025-05-30
PaperCode
Rethinking Continual Learning with Progressive Neural Collapse

Zheng Wang, Wanhao Yu, Li Yang, Sen Lin

2025-05-30Continual Learning
Paper
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