45%Niche pick?Niche pickVote to see the scoreNeurIPS 2026Nanjing University of Science anNanjingGuangxi NormalNanjing University of Posts and Nanjing University of Science an3D vision & reconstructionState Evolution Awareness for Category-agnostic 3D Point Cloud TrackingXiantao Hu, Ying Tai, Jinxia Xie, Bineng Zhong and 3 moreSydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026– ReadersNo votes yet0/20 AI panelreviewers recommend itReaders and the AI panel: vote on this paper to see what they said.Worth readingNot for meOnly vote on papers you've read. Sign in with GitHub to vote.AI panel: 0 of 20 reviewers recommend itlenient 0/5medium 0/10strict 0/5
67%Highly rated?Highly ratedVote to see the scoreNeurIPS 2026Chines Academy of ScienceNanjing University of Posts and U the Chinese Academy of ScienceThe Shenyang Institute of Automa3D vision & reconstructionWaterDescatterGS: Diverse Underwater 3D Scene Reconstruction Using Gaussian Splattingshijun Zhou, Yuqing Xu, Xing Xie, Baojie Fan and 1 moreSydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026– ReadersNo votes yet2/20 AI panelreviewers recommend itReaders and the AI panel: vote on this paper to see what they said.Worth readingNot for meOnly vote on papers you've read. Sign in with GitHub to vote.AI panel: 2 of 20 reviewers recommend itlenient 2/5medium 0/10strict 0/5
45%Niche pick?Niche pickVote to see the scoreNeurIPS 2026Nanyang TechnologicalNational University of SingaporeNanjing University of Posts and Nanyang Technological UniversitySouth China University of TechnoFederated learningDistributionally Robust Black Box Optimization-based Bidding Strategy in Auction-based Federated LearningXiaoli Tang, Zhuang Qi, Ying-Peng Tang, Xianjie Guo and 3 moreSydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026– ReadersNo votes yet0/20 AI panelreviewers recommend itReaders and the AI panel: vote on this paper to see what they said.Worth readingNot for meOnly vote on papers you've read. Sign in with GitHub to vote.AI panel: 0 of 20 reviewers recommend itlenient 0/5medium 0/10strict 0/5
45%Niche pick?Niche pickVote to see the scoreNeurIPS 2026Huazhong University of Science aThe Hong Kong PolytechnicNanjing University of Posts and MBZUAIMulti-agent LLM systemsWho Should Evolve? Uncertainty-Aware Role Bottleneck Inference for Multi-Agent LLM TrainingQiyu Qin, Yichen Li, Haozhao Wang, Tianzhe Xiao and 3 moreSydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026– ReadersNo votes yet0/20 AI panelreviewers recommend itReaders and the AI panel: vote on this paper to see what they said.Worth readingNot for meOnly vote on papers you've read. Sign in with GitHub to vote.AI panel: 0 of 20 reviewers recommend itlenient 0/5medium 0/10strict 0/5
57%Worth a look?Worth a lookVote to see the scoreNeurIPS 2026Nanjing University of Posts and Huazhong University of Science aPrivacyBudget-Conditioned Clipping Policies for Differentially Private Federated LearningHao Zhou, SiQi Cai, Hua Dai, Letian Sha and 2 moreSydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026– ReadersNo votes yet1/20 AI panelreviewers recommend itReaders and the AI panel: vote on this paper to see what they said.Worth readingNot for meOnly vote on papers you've read. Sign in with GitHub to vote.AI panel: 1 of 20 reviewers recommend itlenient 1/5medium 0/10strict 0/5
67%Highly rated?Highly ratedVote to see the scoreNeurIPS 2026Nanjing University of Posts and JiangnanShandongVision-language modelsTest-Time Adaptation via Self-Reinforced Optimal Transport for Zero-Shot OOD Detection with Vision–Language ModelsMingCai Chen, Heng-yang Lu, Yuntao Du, Baoming Zhang and 1 moreSydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026– ReadersNo votes yet2/20 AI panelreviewers recommend itReaders and the AI panel: vote on this paper to see what they said.Worth readingNot for meOnly vote on papers you've read. Sign in with GitHub to vote.AI panel: 2 of 20 reviewers recommend itlenient 1/5medium 1/10strict 0/5
57%Worth a look?Worth a lookVote to see the scoreNeurIPS 2026Singapore ManagementNanjing University of Posts and Nanyang TechnologicalNanjing University of Science anVisual groundingQGround: Condition-Wise Evidence Aggregation for 3D Grounding with 2D VLMsFengyun Wang, Jian Wang, Dingwei Zhang, Jinhui Tang and 1 moreParis Poster Session 2, Wed, Dec 9, 5:00 PM–7:00 PM, Paris Poster Hall · Published 2026– ReadersNo votes yet1/20 AI panelreviewers recommend itReaders and the AI panel: vote on this paper to see what they said.Worth readingNot for meOnly vote on papers you've read. Sign in with GitHub to vote.AI panel: 1 of 20 reviewers recommend itlenient 1/5medium 0/10strict 0/5
86%Must read?Must readVote to see the scoreNeurIPS 2026Central SouthNanjing University of Posts and Sun Yat-senSUN YAT-SEN UNIVERSITYShandong NormalImage restorationLiBrA-Net: Lie-Algebraic Bilateral Affine Fields for Real-Time 4K Video DehazingLiBrA-Net predicts low-resolution bilateral affine grids fused via Lie-algebraic regularization for real-time 4K video dehazing, and introduces the UHV-4K benchmark.Yongcong Wang, Chengchao Shen, Guangwei Gao, Wei Wang and 4 moreSydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026– ReadersNo votes yet14/20 AI panelreviewers recommend itReaders and the AI panel: vote on this paper to see what they said.Worth readingNot for meOnly vote on papers you've read. Sign in with GitHub to vote.AI panel: 14 of 20 reviewers recommend itlenient 4/5medium 8/10strict 2/5