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Showing papers from University of Surrey Show all papers

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NeurIPS 2026AdelaideNVIDIAGoogleU AdelaideU SurreyData curation

GradTrack: Detecting Noisy Labels via Temporal Trajectories of Class-wise Gradient Misalignment

Townim Faisal Chowdhury, Ta Duc Huy, Hieu Phan, Anton van den Hengel 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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NeurIPS 2026Zhejiang University / Westlake UWestlakeImperial College LondonFudanU Surrey3D generation

FogGS: Physics-Grounded 3D Foggy Effects

Jiaxin LI, Tailin Wu, Jiankang Deng, Li Zhang and 1 more

Paris Poster Session 2, Wed, Dec 9, 5:00 PM–7:00 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026U SurreyRepresentation & contrastive learning

Timing Is All You Need: SpikeCore, Learnable Delays, and Gain Control for Neuromorphic Classification

Mohsen Kamelian Rad, Sotiris Moschoyiannis, Roman Bauer

Paris Poster Session 3, Thu, Dec 10, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026

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57%Worth a look
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NeurIPS 2026fudan universityHong Kong University of Science FudanLi Auto Inc.Imperial College LondonNavigation & SLAM

STEER: Route-Aware Adaptive Reasoning for Autonomous Driving

yangang Zou, Pei Liu, Nan Song, Bozhou Zhang and 5 more

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

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NeurIPS 2026Universitat Autònoma de BarcelonU Exeter"Computer Vision Center, BaIndian Statistical InstituteU SurreyMechanistic interpretability

Can Circuit Alignment Predict OOD Generalization?

Ayan Banerjee, ABHRA CHAUDHURI, Josep Llados, Umapada Pal and 1 more

Paris Poster Session 3, Thu, Dec 10, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026U SurreySamsungVision-language models

What Sketches Tell Us about LVLMs: Conventions, Grounding, and Localisation

Chaitat Utintu, Ahmed Bourouis, ARKAPRABHA BASU, Yi-Zhe Song

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

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NeurIPS 2026U SurreyCVSSP, University of SurreyBBC R&DVideo-language models

Causal-VLM: Dense Causal Captioning in Videos

Asmar Nadeem, Mahrukh Awan, Muhammad Awais, Robert Dawes and 2 more

Paris Poster Session 5, Fri, Dec 11, 11:30 AM–1:30 PM, Paris Poster Hall · Published 2026

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78%Highly rated
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NeurIPS 2026U SurreyCVSSP, University of SurreyVision backbones

DC-ViT: Modulating Spatial and Channel Interactions for Multi-Channel Images

DC-ViT decouples spatial and cross-channel attention pathways via DSA and learns task-specific channel weights via DAG, outperforming existing multi-channel vision transformers.

Umar Marikkar, Syed S Husain, Muhammad Awais, Sara Atito

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

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AI panel: 11 of 20 reviewers recommend it
lenient 5/5
medium 5/10
strict 1/5
70%Highly rated
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NeurIPS 2026Hong Kong University of Science The Hong Kong University of ScieU SurreyThe Hong Kong Univeristy of ScieU Hong KongLLM pretraining & scaling laws

Progressive Residual Warmup for Language Model Pretraining

ProRes progressively warms up deeper layer residuals to stabilize pretraining, accelerating convergence and improving generalization across model scales.

Tianhao Chen, Xin Xu, Lu Yin, Hao CHEN and 3 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026 · ▲ 36 on Hugging Face · Code ★ 8

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AI panel: 5 of 20 reviewers recommend it
lenient 3/5
medium 2/10
strict 0/5