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Thanh Huynh
thanhhuynhk17
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ππ‘π New Research Alert - ICCV 2025 (Oral)! ππͺπ π Title: LoftUp: Learning a Coordinate-based Feature Upsampler for Vision Foundation Models π π Description: LoftUp is a coordinate-based transformer that upscales the low-resolution features of VFMs (e.g. DINOv2 and CLIP) using cross-attention and self-distilled pseudo-ground truth (pseudo-GT) from SAM. π₯ Authors: Haiwen Huang, Anpei Chen, Volodymyr Havrylov, Andreas Geiger, and Dan Zhang π Conference: ICCV, 19 β 23 Oct, 2025 | Honolulu, Hawai'i, USA πΊπΈ π Paper: https://huggingface.co/papers/2504.14032 π Github Page: https://andrehuang.github.io/loftup-site π Repository: https://github.com/andrehuang/loftup π ICCV-2023-25-Papers: https://github.com/DmitryRyumin/ICCV-2023-25-Papers π Added to the Foundation Models and Representation Learning Section: https://github.com/DmitryRyumin/ICCV-2023-25-Papers/blob/main/sections/2025/main/foundation-models-and-representation-learning.md π More Papers: more cutting-edge research presented at other conferences in the https://huggingface.co/spaces/DmitryRyumin/NewEraAI-Papers curated by @DmitryRyumin π Keywords: #LoftUp #VisionFoundationModels #FeatureUpsampling #Cross-AttentionTransformer #CoordinateBasedLearning #SelfDistillation #PseudoGroundTruth #RepresentationLearning #AI #ICCV2025 #ResearchHighlight
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