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arXivImage recognition

WildMatch: Weakly Supervised Image Matcher Adaptation for Wildlife Re-Identification

WildMatch adapts pretrained image matchers to wildlife identification using only identity labels, improving retrieval accuracy and learning transferable matching priors without keypoint annotations.

Turhan Can Kargin, Piotr Kubaty, Ekaterina Rostovskaya, Izabela Wierzbowska and 2 more

Published Oct 5, 2026 · ▲ 2 on Hugging Face · Code

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lenient 5/5
medium 6/10
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69%Highly rated
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arXivImage recognition

SmoothOperator: Enhancing Representations for Fine-grained Open-set Recognition via Modulated Label Smoothing

SmoothOperator modulates per-sample label smoothing via embedding prominence to reduce over-alignment, boosting open-set recognition AUROC by up to 4.7%.

Thiru Thillai Nadarasar Bahavan, Yu Xia, Sachith Seneviratne, Halgamuge Saman

Published Oct 1, 2026 · 0 citations

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lenient 4/5
medium 9/10
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86%Must read
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arXivImage recognition

Learning Steadily: Accumulating Relative Point Margin Scores for Face Image Quality Assessment

CARPM-FIQA accumulates relative point margin scores across training epochs to stabilize face image quality estimates, reducing variance and improving ranking stability near top performance.

Guray Ozgur, Tahar Chettaoui, Eduarda Caldeira, Marco Huber and 3 more

Published Sep 15, 2026 · ▲ 6 on Hugging Face

100% Readers1 of 1 upvoted
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lenient 5/5
medium 8/10
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57%Worth a look
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NeurIPS 2026Beijing Institute of TechnologyImage recognition

Do Glimpse Policies See Like Humans? A Behavioral Audit Reveals Dissociated Viewing Priors in Classification-Trained Active Vision

boheng liu, Ziyu Li, Chenghua Duan, Qing Li and 1 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026PekingIntelligent Science & TechnoImage recognition

HypMoE-ReID: Hyperspherical Mixture-of-Experts for Large Scale Person Re-Identification

Kunlun Xu, Haotong Cheng, Yufei Guo, Jiahuan Zhou

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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45%Niche pick
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NeurIPS 2026Independent ResearcherImage recognition

How Does Cutout Benefit Out-of-Distribution Generalization?

Kuo Shi

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026U Maryland, College ParkByteDanceCursorMetaMicrosoftImage recognition

LogT: Logically Think with Images for Visual Search

Yanjun Fu, Quanzeng You, Jiadong Guo, Yujie Lu and 5 more

Atlanta Poster Session 6, Fri, Dec 11, 4:30 PM–7:30 PM, Hall C1 · Published 2026

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69%Highly rated
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NeurIPS 2026U EdinburghImage recognition

Can Pixels Alone Reveal Image Origin? Minimax Limits and Learnable Interfaces for Passive Provenance

Kai Yao

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 3 of 20 reviewers recommend it
lenient 2/5
medium 1/10
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57%Worth a look
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NeurIPS 2026U Science and Technology of ChinStanfordJilinImage recognition

U-MOF: Uncertainty-Guided Parameter-Efficient Multi-Objective Fine-Tuning for Long-Tailed Recognition

Yuan Dong, Di Wu, Zhe Zhao, Liheng Yu and 3 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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57%Worth a look
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NeurIPS 2026U Science and Technology of ChinStanfordJilinImage recognition

BasicLT: Basic-Level Abstraction and Selective Differentiation for Long-Tailed Recognition

Yuan Dong, Di Wu, Zhe Zhao, Liheng Yu and 3 more

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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67%Highly rated
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NeurIPS 2026UNISTUlsan National Institute of ScieImage recognition

Towards Better Generalization in Lifelong Person Re-Identification with Flatness-Aware Learning

Seungbin Hong, Sung Whan Yoon, Jae-Young Sim

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026AaltoKing's College London, UnivQueen Mary, University of LondonKing's College LondonXi'an JiaotongImage recognition

CausalAffect: Causally Guided Learning of Psychology-Aligned Facial Affect Relations

Guanyu Hu, Tangzheng Lian, Dimitrios Kollias, Oya Celiktutan and 1 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026SoutheastImage recognition

LoCo: Selective Local Competition for Discriminative Open-Vocabulary Multi-Label Recognition

Zhuoming Li, Bo Han, Xiaoyu Wang, Yuheng Jia

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Massachusetts Institute of TechnU WashingtonMITGoogleNational Tsing HuaImage recognition

Neural Refraction Fields for Image Verification

Sage Simhon, Jingwei Ma, Prafull Sharma, Lucy Chai and 2 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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57%Worth a look
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NeurIPS 2026WuhanNational University of SingaporeImage recognition

ProAlign: Progressive Positional and Prototype-Guided Alignment for Aerial-Ground Person Re-Identification

Qiao Li, Jing Chen, Cong Wu, Kun He and 2 more

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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lenient 1/5
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NeurIPS 2026PekingImage recognition

Uncertainty-Aware Listwise Reinforcement Fine-Tuning for Fine-Grained Visual Classification

Tan Zhi, Hulingxiao He, Yuxin Peng

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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57%Worth a look
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NeurIPS 2026City University of Hong KongU Hong KongImage recognition

Mobility Helps Learning: Unsupervised Model Adaptation for Object Recognition via Movement

Yanan Ma, Yihang Tao, Zhengru Fang, Senkang Hu and 2 more

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026PekingBeijing University of Posts and MicrosoftImage recognition

TreemapMix: Dirichlet-Controlled Multi-Image Augmentation for Probability and Ordinal Supervision

Ejafa Bassam, Konstantin Garbers, Yingsheng Geng, Dalton Jens and 2 more

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026UCSDU California, San DiegoImage recognition

Cosine is Human: The Reproducibility Ceiling of Perceptual Similarity

Benjamin TenWolde, Virginia de Sa

Paris Poster Session 4, Thu, Dec 10, 5:30 PM–7:30 PM, Paris Poster Hall · Published 2026

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67%Highly rated
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NeurIPS 2026Nanjing University of AeronauticYangzhouImage recognition

Graph-Enhanced Attribute-Aware Modeling for Cloth-Changing Person Re-Identification

Yongkang Ding, Zi Ye, Tiantian Gong, Liyan Zhang

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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AI panel: 2 of 20 reviewers recommend it
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