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575,626 papers

GeoVision Labeler: Zero-Shot Geospatial Classification with Vision and Language Models

Gilles Quentin Hacheme, Girmaw Abebe Tadesse, Caleb Robinson, Akram Zaytar, Rahul Dodhia et al.

2025-05-30Disaster ResponseImage ClassificationMulti-class Classification+4
PaperCode
Two failure modes of deep transformers and how to avoid them: a unified theory of signal propagation at initialisation

Alessio Giorlandino, Sebastian Goldt

2025-05-30
Paper
STAR-Net: An Interpretable Model-Aided Network for Remote Sensing Image Denoising

Jingjing Liu, Jiashun Jin, Xianchao Xiu, Jianhua Zhang, Wanquan Liu et al.

2025-05-30DenoisingImage Denoising
PaperCode
Equilibrium Distribution for t-Distributed Stochastic Neighbor Embedding with Generalized Kernels

Yi Gu

2025-05-30
Paper
Data Fusion for Partial Identification of Causal Effects

Quinn Lanners, Cynthia Rudin, Alexander Volfovsky, Harsh Parikh

2025-05-30Causal Inference
Paper
Multi-task Learning for Heterogeneous Data via Integrating Shared and Task-Specific Encodings

Yang Sui, Qi Xu, Yang Bai, Annie Qu

2025-05-30MarketingData IntegrationMulti-Task Learning
Paper
Mamba Knockout for Unraveling Factual Information Flow

Nir Endy, Idan Daniel Grosbard, Yuval Ran-Milo, Yonatan Slutzky, Itay Tshuva et al.

2025-05-30
PaperCode
MIRAGE: Assessing Hallucination in Multimodal Reasoning Chains of MLLM

Bowen Dong, Minheng Ni, Zitong Huang, Guanglei Yang, WangMeng Zuo et al.

2025-05-30Multimodal ReasoningHallucinationVisual Reasoning
Paper
Unleashing High-Quality Image Generation in Diffusion Sampling Using Second-Order Levenberg-Marquardt-Langevin

Fangyikang Wang, Hubery Yin, Lei Qian, Yinan Li, Shaobin Zhuang et al.

2025-05-30DenoisingImage Generation
PaperCode
Aligning Protein Conformation Ensemble Generation with Physical Feedback

Jiarui Lu, Xiaoyin Chen, Stephen Zhewen Lu, Aurélie Lozano, Vijil Chenthamarakshan et al.

2025-05-30DenoisingProtein Structure PredictionDrug Discovery
Paper
Adaptive LoRA Merge with Parameter Pruning for Low-Resource Generation

Ryota Miyano, Yuki Arase

2025-05-30Text Generation
PaperCode
A Mathematical Perspective On Contrastive Learning

Ricardo Baptista, Andrew M. Stuart, Son Tran

2025-05-30Contrastive LearningRetrieval
Paper
Information-theoretic machine learning for time-varying mode decomposition of separated airfoil wakes

Kai Fukami, Ryo Araki

2025-05-30
Paper
Federated Foundation Model for GI Endoscopy Images

Alina Devkota, Annahita Amireskandari, Joel Palko, Shyam Thakkar, Donald Adjeroh et al.

2025-05-30Privacy Preserving
Paper
Performative Risk Control: Calibrating Models for Reliable Deployment under Performativity

Victor Li, Baiting Chen, Yuzhen Mao, Qi Lei, Zhun Deng et al.

2025-05-30Decision Making
Paper
The Road to Generalizable Neuro-Symbolic Learning Should be Paved with Foundation Models

Adam Stein, Aaditya Naik, Neelay Velingker, Mayur Naik, Eric Wong et al.

2025-05-30
PaperCode
Beyond Multiple Choice: Evaluating Steering Vectors for Adaptive Free-Form Summarization

Joschka Braun, Carsten Eickhoff, Seyed Ali Bahrainian

2025-05-30FormLanguage ModellingMultiple-choice
Paper
Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

Heli Ben-Hamu, Itai Gat, Daniel Severo, Niklas Nolte, Brian Karrer et al.

2025-05-30MathLanguage Modelling
Paper
Chameleon: A Flexible Data-mixing Framework for Language Model Pretraining and Finetuning

Wanyun Xie, Francesco Tonin, Volkan Cevher

2025-05-30Language Modelling
PaperCode
Cascading Adversarial Bias from Injection to Distillation in Language Models

Harsh Chaudhari, Jamie Hayes, Matthew Jagielski, Ilia Shumailov, Milad Nasr et al.

2025-05-30Code GenerationBias Detection
Paper
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