Papers

575,626 papers

Emergent Semantics Beyond Token Embeddings: Transformer LMs with Frozen Visual Unicode Representations

A. Bochkov

2025-07-07AttributeMMLU

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CLIP-Guided Backdoor Defense through Entropy-Based Poisoned Dataset Separation

Binyan Xu, Fan Yang, Xilin Dai, Di Tang, Kehuan Zhang et al.

2025-07-07backdoor defense

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Differential Attention for Multimodal Crisis Event Analysis

Nusrat Munia, Junfeng Zhu, Olfa Nasraoui, Abdullah-Al-Zubaer Imran

2025-07-07Disaster ResponseHumanitarian

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Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts

Yun Wang, Longguang Wang, Chenghao Zhang, Yongjian Zhang, Zhanjie Zhang et al.

2025-07-07Stereo Matching

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SV-DRR: High-Fidelity Novel View X-Ray Synthesis Using Diffusion Model

Chun Xie, Yuichi Yoshii, Itaru Kitahara

2025-07-07AnatomyImage Generation

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da4ml: Distributed Arithmetic for Real-time Neural Networks on FPGAs

Chang Sun, Zhiqiang Que, Vladimir Loncar, Wayne Luk, Maria Spiropulu et al.

2025-07-06

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Transferring Visual Explainability of Self-Explaining Models through Task Arithmetic

Yuya Yoshikawa, Ryotaro Shimizu, Takahiro Kawashima, Yuki Saito

2025-07-06Image Classification

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LearnLens: LLM-Enabled Personalised, Curriculum-Grounded Feedback with Educators in the Loop

Runcong Zhao, Artem Bobrov, Jiazheng Li, Yulan He

2025-07-06Retrieval

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DreamVLA: A Vision-Language-Action Model Dreamed with Comprehensive World Knowledge

Wenyao Zhang, Hongsi Liu, Zekun Qi, Yunnan Wang, Xinqiang Yu et al.

2025-07-06Multimodal ReasoningWorld KnowledgeRobot Manipulation+2

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A Hybrid Machine Learning Framework for Optimizing Crop Selection via Agronomic and Economic Forecasting

Niranjan Mallikarjun Sindhur, Pavithra C, Nivya Muchikel

2025-07-06Speech Recognitionspeech-recognitionHybrid Machine Learning+1

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MVNet: Hyperspectral Remote Sensing Image Classification Based on Hybrid Mamba-Transformer Vision Backbone Architecture

Guandong Li, Mengxia Ye

2025-07-06Hyperspectral Image ClassificationImage ClassificationRemote Sensing Image Classification

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Visual Hand Gesture Recognition with Deep Learning: A Comprehensive Review of Methods, Datasets, Challenges and Future Research Directions

Konstantinos Foteinos, Jorgen Cani, Manousos Linardakis, Panagiotis Radoglou-Grammatikis, Vasileios Argyriou et al.

2025-07-06NavigateGesture RecognitionHand Gesture Recognition+1

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Grid-Reg: Grid-Based SAR and Optical Image Registration Across Platforms

Xiaochen Wei, Weiwei Guo, Zenghui Zhang, Wenxian Yu

2025-07-06Image RegistrationMetric Learninggeo-localization

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MoReMouse: Monocular Reconstruction of Laboratory Mouse

Yuan Zhong, Jingxiang Sun, Liang An, Yebin Liu

2025-07-063D Reconstruction

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Heterogeneous Federated Learning with Prototype Alignment and Upscaling

Gyuejeong Lee, Jihwan Shin, Daeyoung Choi

2025-07-06Federated Learning

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TinyProto: Communication-Efficient Federated Learning with Sparse Prototypes in Resource-Constrained Environments

Gyuejeong Lee, Daeyoung Choi

2025-07-06Federated Learning

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Tail-aware Adversarial Attacks: A Distributional Approach to Efficient LLM Jailbreaking

Tim Beyer, Yan Scholten, Leo Schwinn, Stephan Günnemann

2025-07-06Adversarial Robustness

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BiFair: A Fairness-aware Training Framework for LLM-enhanced Recommender Systems via Bi-level Optimization

Jiaming Zhang, Yuyuan Li, Yiqun Xu, Li Zhang, Xiaohua Feng et al.

2025-07-06FairnessLarge Language ModelRecommendation Systems

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README: Robust Error-Aware Digital Signature Framework via Deep Watermarking Model

Hyunwook Choi, Sangyun Won, Daeyeon Hwang, Junhyeok Choi

2025-07-06

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CoT-lized Diffusion: Let's Reinforce T2I Generation Step-by-step

Zheyuan Liu, Munan Ning, Qihui Zhang, Shuo Yang, Zhongrui Wang et al.

2025-07-06DenoisingMultimodal Large Language ModelLarge Language Model

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