Title
Test-time augmentation improves efficiency in conformal prediction Divya Shanmugam H. Lu Swami Sankaranarayanan John Guttag 78 0 0 28 May 2025
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A Structured Tour of Optimization with Finite Differences Marco Rando C. Molinari Lorenzo Rosasco S. Villa 120 0 0 26 May 2025
Knowledge-Aligned Counterfactual-Enhancement Diffusion Perception for Unsupervised Cross-Domain Visual Emotion Recognition Wen Yin Yong Wang Guiduo Duan Dongyang Zhang Xin Hu Yuan-Fang Li Tao He 50 0 0 26 May 2025
Hierarchical Mamba Meets Hyperbolic Geometry: A New Paradigm for Structured Language Embeddings Sarang Patil Ashish Parmanand Pandey Ioannis Koutis Mengjia Xu 22 0 0 25 May 2025
SCRum-9: Multilingual Stance Classification over Rumours on Social Media Yue Li Jake Vasilakes Zhixue Zhao Carolina Scarton 16 0 0 25 May 2025
Holistic White-light Polyp Classification via Alignment-free Dense Distillation of Auxiliary Optical Chromoendoscopy Qiang Hu Qimei Wang Jia Chen Xuantao Ji Qiang Li Zhiwei Wang 69 0 0 25 May 2025
Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series Forecasting Zhining Liu Ze Yang Xiao Lin Ruizhong Qiu Tianxin Wei Yada Zhu Hendrik Hamann Jingrui He Hanghang Tong AI4TS 32 0 0 24 May 2025
Few-Shot Learning from Gigapixel Images via Hierarchical Vision-Language Alignment and Modeling Bryan Wong Jong Woo Kim Huazhu Fu Mun Yi VLM 63 0 0 23 May 2025
MODEM: A Morton-Order Degradation Estimation Mechanism for Adverse Weather Image Recovery Hainuo Wang Qiming Hu Xiaojie Guo 42 0 0 23 May 2025
The emergence of sparse attention: impact of data distribution and benefits of repetition Nicolas Zucchet Francesco dÁngelo Andrew Kyle Lampinen Stephanie C. Y. Chan 56 0 0 23 May 2025
Soft-CAM: Making black box models self-explainable for high-stakes decisions K. Djoumessi Philipp Berens FAtt BDL 69 0 0 23 May 2025
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Programmable Photonic Unitary Processor Enables Parametrized Differentiable Long-Haul Spatial Division Multiplexed Transmission Mitsumasa Nakajima Kohki Shibahara Kohei Ikeda Akira Kawai Masaya Notomi Yutaka Miyamoto Toshikazu Hashimoto 17 0 0 23 May 2025
Neighbour-Driven Gaussian Process Variational Autoencoders for Scalable Structured Latent Modelling Xinxing Shi Xiaoyu Jiang Mauricio A. Álvarez BDL 47 0 0 22 May 2025
Learning Flexible Forward Trajectories for Masked Molecular Diffusion Hyunjin Seo Taewon Kim Sihyun Yu SungSoo Ahn DiffM AI4CE 54 0 0 22 May 2025
Approach to Finding a Robust Deep Learning Model Alexey Boldyrev Fedor Ratnikov Andrey Shevelev OOD 69 0 0 22 May 2025
SuperPure: Efficient Purification of Localized and Distributed Adversarial Patches via Super-Resolution GAN Models Hossein Khalili Seongbin Park Venkat Bollapragada Nader Sehatbakhsh AAML 85 0 0 22 May 2025
AdamS: Momentum Itself Can Be A Normalizer for LLM Pretraining and Post-training Huishuai Zhang Bohan Wang Luoxin Chen ODL 92 0 0 22 May 2025
A Linear Approach to Data Poisoning Diego Granziol Donald Flynn AAML 58 0 0 21 May 2025
Degree-Optimized Cumulative Polynomial Kolmogorov-Arnold Networks Mathew Vanherreweghe Lirandë Pira Patrick Rebentrost 83 0 0 21 May 2025
Stronger ViTs With Octic Equivariance David Nordström Johan Edstedt Fredrik Kahl Georg Bökman ViT 93 0 0 21 May 2025
Safety Subspaces are Not Distinct: A Fine-Tuning Case Study Kaustubh Ponkshe Shaan Shah Raghav Singhal Praneeth Vepakomma 51 0 0 20 May 2025
Exploring Causes of Representational Similarity in Machine Learning Models Zeyu Michael Li Hung Anh Vu Damilola Awofisayo Emily Wenger CML 96 0 0 20 May 2025
Bridge the Gap between Past and Future: Siamese Model Optimization for Context-Aware Document Ranking Songhao Wu Quan Tu Mingjie Zhong Hong Liu Jia Xu Jinjie Gu Rui Yan 72 0 0 20 May 2025
ABBA: Highly Expressive Hadamard Product Adaptation for Large Language Models Raghav Singhal Kaustubh Ponkshe Rohit Vartak Praneeth Vepakomma 44 0 0 20 May 2025
Adaptive Diffusion Constrained Sampling for Bimanual Robot Manipulation Haolei Tong Yuezhe Zhang Sophie Lueth Georgia Chalvatzaki 26 0 0 19 May 2025
Systematic Generalization in Language Models Scales with Information Entropy Sondre Wold Lucas Georges Gabriel Charpentier Étienne Simon 92 0 0 19 May 2025
Learning Cross-Spectral Point Features with Task-Oriented Training Mia Thomas Trevor Ablett Jonathan Kelly 3DPC 74 0 0 19 May 2025
PhySense: Sensor Placement Optimization for Accurate Physics Sensing Yuezhou Ma Haixu Wu Hang Zhou Huikun Weng Jianmin Wang Mingsheng Long DiffM 63 0 0 19 May 2025
Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps Jie Ou Jinyu Guo Shuaihong Jiang Zhaokun Wang Libo Qin Shunyu Yao Wenhong Tian 3DV 84 0 0 19 May 2025
PMQ-VE: Progressive Multi-Frame Quantization for Video Enhancement ZhanFeng Feng Long Peng Xin Di Yong Guo Wenbo Li Yulun Zhang Renjing Pei Yang Wang Yang Cao Zheng-Jun Zha MQ 34 0 0 18 May 2025
Model alignment using inter-modal bridges Ali Gholamzadeh Noor Sajid 87 0 0 18 May 2025
ZenFlow: Enabling Stall-Free Offloading Training via Asynchronous Updates Tingfeng Lan Yusen Wu Bin Ma Zhaoyuan Su Rui Yang Tekin Bicer Dong Li Yue Cheng 97 0 0 18 May 2025
Bayesian Deep Learning Approaches for Uncertainty-Aware Retinal OCT Image Segmentation for Multiple Sclerosis Samuel T. M. Ball UQCV BDL 97 0 0 17 May 2025
Improving Medium Range Severe Weather Prediction through Transformer Post-processing of AI Weather Forecasts Zhanxiang Hua Ryan Sobash David John Gagne II Yingkai Sha Alexandra Anderson-Frey 19 0 0 16 May 2025
ComplexFormer: Disruptively Advancing Transformer Inference Ability via Head-Specific Complex Vector Attention Jintian Shao Hongyi Huang Hongyi Huang Beiwen Zhang ZhiYu Wu You Shan MingKai Zheng 69 0 0 15 May 2025
SPAST: Arbitrary Style Transfer with Style Priors via Pre-trained Large-scale Model Zhanjie Zhang Quanwei Zhang Junsheng Luan Mengyuan Yang Yun Wang Lei Zhao 81 1 0 13 May 2025
OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain Wenzhen Yue Yang Liu Haoxuan Li Hao Wang Xianghua Ying Ruohao Guo Bowei Xing Ji Shi AI4TS OOD 45 0 0 12 May 2025
You Only Look One Step: Accelerating Backpropagation in Diffusion Sampling with Gradient Shortcuts Hongkun Dou Zeyu Li Xingyu Jiang Haoyang Li Lijun Yang Wen Yao Yue Deng DiffM 93 0 0 12 May 2025
Learning curves theory for hierarchically compositional data with power-law distributed features Francesco Cagnetta Hyunmo Kang Matthieu Wyart 55 1 0 11 May 2025
Guide your favorite protein sequence generative model Junhao Xiong Hunter Nisonoff Maria Lukarska Ishan Gaur Luke M. Oltrogge David F. Savage Jennifer Listgarten DiffM 98 1 0 07 May 2025
TetWeave: Isosurface Extraction using On-The-Fly Delaunay Tetrahedral Grids for Gradient-Based Mesh Optimization Alexandre Binninger Ruben Wiersma Philipp Herholz O. Sorkine-Hornung 341 0 0 07 May 2025
Prediction Models That Learn to Avoid Missing Values Lena Stempfle Anton Matsson Newton Mwai Fredrik D. Johansson 72 0 0 06 May 2025
Quantum Feature Space of a Qubit Coupled to an Arbitrary Bath Chris Wise Akram Youssry Alberto Peruzzo Jo Plested Matt Woolley 49 0 0 06 May 2025
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Ming Li Xin Gu Fan Chen X. Xing Longyin Wen Chong Chen Sijie Zhu DiffM 128 1 0 05 May 2025
Advancing Constrained Monotonic Neural Networks: Achieving Universal Approximation Beyond Bounded Activations Davide Sartor Alberto Sinigaglia Gian Antonio Susto 91 0 0 05 May 2025
Mixture of Sparse Attention: Content-Based Learnable Sparse Attention via Expert-Choice Routing Piotr Piekos Róbert Csordás Jürgen Schmidhuber MoE VLM 152 2 0 01 May 2025
Gateformer: Advancing Multivariate Time Series Forecasting through Temporal and Variate-Wise Attention with Gated Representations Yu-Hsiang Lan Anton Alyakin AI4TS 42 0 0 01 May 2025