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Title & AuthorsPaper/Project/Video/Slides linksshort descriptionSlides
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8/24/2022
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Dimitris SamarasIntroduction
https://docs.google.com/presentation/d/1wEmFhARFnilBW9-Ogt9NBqvpX_qnIKBnMiZIatuPXgY/edit?usp=sharing
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8/31/2022
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JingweiGigapixel Whole-Slide Images Classification using Locally Supervised Learninghttps://arxiv.org/pdf/2207.08267.pdfMICCAI practice
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LeiEfficient Geometry-aware {3D} Generative Adversarial Networkshttps://arxiv.org/abs/2112.07945
https://docs.google.com/presentation/d/1vSb7XY_Hpu6YjaIM8UwxL-U2dqkUZY9v6aZiApgzHBE/edit?usp=sharing
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ShilinFurryGAN: High Quality Foreground-aware Image Synthesishttps://arxiv.org/pdf/2208.10422.pdf
https://docs.google.com/presentation/d/1AgqFnVH248TtzdDhyH2X54UAHY0NH2dpL2Po7C0xYec/edit?usp=sharing
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RuyiNeural Correspondence Field for Object Pose Estimationhttps://arxiv.org/pdf/2208.00113.pdf
6DoF object pose estimation from single RGB image based on 3D-3D correspondence estimation with 3D implicit representation
https://docs.google.com/presentation/d/1pNHsATv4Smgrblsr0cZWdWI9exTFNc2QFnuwl9Ho3BU/edit?usp=sharing
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9/7/2022
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YueHigh-resolution Face Swapping via Latent Semantics Disentanglement
https://openaccess.thecvf.com/content/CVPR2022/papers/Xu_High-Resolution_Face_Swapping_via_Latent_Semantics_Disentanglement_CVPR_2022_paper.pdf
CVPR 2022
https://docs.google.com/presentation/d/1JW4FI0GrrFmEvfshnlCq4N506hQZGpc4alkL0xgktSg/edit?usp=sharing
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HritamAddressing Class Imbalance in Semi-supervised Image Segmentation: A Study on Cardiac MRIMICCAI22 paper
https://drive.google.com/file/d/1A4--_03ssu2yoGAQplPJrlLpsKBgQ5S_/view?usp=sharing
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HaoyuSparseNeuS: Fast Generalizable Neural Surface Reconstruction from Sparse viewshttps://arxiv.org/abs/2206.05737ECCV 2022
https://docs.google.com/presentation/d/1SvayreRc42d0NyjH0P-4JgXoQXYAcpBdjOPl1oJ5nds/edit?usp=sharing
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MoinakGazeRadar: A Gaze and Radiomics-guided Disease Localization FrameworkMICCAI22 paper
https://docs.google.com/presentation/d/1RayaYc-DDZSBwZ-z2hVdZZlpOzzGUKhvvvtiYtLDVx8/edit?usp=sharing
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9/14/2022
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SounakOn Guiding Visual Attention with Language Specification
https://openaccess.thecvf.com/content/CVPR2022/papers/Petryk_On_Guiding_Visual_Attention_With_Language_Specification_CVPR_2022_paper.pdf
CVPR 2022
https://docs.google.com/presentation/d/19jlZb8ofrrxwLLmOUKz9dvSqtte-hLWm17BhrkOCdNc/edit?usp=sharing
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AishikLearning What Not to Segment: A New Perspective on Few-Shot Segmentation
https://openaccess.thecvf.com/content/CVPR2022/papers/Lang_Learning_What_Not_To_Segment_A_New_Perspective_on_Few-Shot_CVPR_2022_paper.pdf
CVPR 2022
https://docs.google.com/presentation/d/1138Z9SorqjU6T6tW27oUG7s7AijmG6HSFh3Fmk23wzU/edit?usp=sharing
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AlfredoNeural Feature Fusion Fields:
3D Distillation of Self-Supervised 2D Image Representations		https://arxiv.org/abs/2209.034943DV2022
https://docs.google.com/presentation/d/194Gc_01IFO-jyMTq5MCEde7D5SkweDjNYUNfoYKJEmg/edit?usp=sharing
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PeiyaoFrozen CLIP Models are Efficient Video Learnershttps://arxiv.org/pdf/2208.03550.pdfECCV 2022
https://docs.google.com/presentation/d/1g8fW-CXqCdNi_CaRJjBY1VZa3gfh2UHk/edit?usp=sharing&ouid=103358536235384126888&rtpof=true&sd=true
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9/21/2022
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MithileshEfficientNet: Rethinking Model Scaling for Convolutional Neural Networkshttps://arxiv.org/pdf/1905.11946ICML 2019
https://docs.google.com/presentation/d/1QMADlSbdSjKdBFHLUeDQhfvGvGowJ6v1/edit?usp=sharing&ouid=103647986604749576791&rtpof=true&sd=true
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QiaomuESCNet: Gaze Target Detection with the Understanding of 3D Scenes
https://openaccess.thecvf.com/content/CVPR2022/papers/Bao_ESCNet_Gaze_Target_Detection_With_the_Understanding_of_3D_Scenes_CVPR_2022_paper.pdf
CVPR 2022
https://docs.google.com/presentation/d/19TeREXqgLnsIDmVHasSvpbhH4g01IUMxNSrOKiZB-5c/edit?usp=sharing
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DichangMulti-View Depth Estimation by Fusing Single-View Depth Probability with Multi-View Geometryhttps://arxiv.org/pdf/2112.08177.pdfCVPR 2022
https://docs.google.com/presentation/d/1v8U3bL-QqQp-VPXU_krP3II9QVJHe37ayCPweF74_a8/edit?usp=sharing
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MeilongScaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning
https://openaccess.thecvf.com/content/CVPR2022/papers/Chen_Scaling_Vision_Transformers_to_Gigapixel_Images_via_Hierarchical_Self-Supervised_Learning_CVPR_2022_paper.pdf
CVPR 2022
https://docs.google.com/presentation/d/1kWrRZCUO9wxnRVo4EHzuWDvSDcGaazy611zJu4Idzkc/edit?usp=sharing
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9/28/2022
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SaumyaLearning Topological Interactions for Multi-Class Medical Image SegmentationPaper link : https://arxiv.org/abs/2207.09654ECCV 2022
https://docs.google.com/presentation/d/1s4KmaGUR-H0MgNNAVxbUVJDFcH6vhbdpa5Rc_OQiZgU/edit?usp=sharing
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SagnikLearning Isometric Surface Parameterization for Texture Unwrapping
https://drive.google.com/file/d/1evpXuRwlNCZc5CAYuFqKL5SpaV2kFa8Y/view
ECCV 2022
https://drive.google.com/file/d/1aOr7VKfm73LsI3atolze15JY927h2bqw/view?usp=sharing
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Moinak
RadioTransformer: A Cascaded Global-Focal Transformer for Visual Attention-guided Disease Classification
https://arxiv.org/abs/2202.11781ECCV 2022
https://drive.google.com/file/d/10v8KhX13v5hybemMS8HMfZDjSFk4_L-v/view?usp=sharing
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Jinghuan
StARformer: Transformer with State-Action-Reward Representation for Visual Reinforcement Learning
Paper: https://arxiv.org/abs/2110.06206 Video: https://www3.cs.stonybrook.edu/~jishang/starformer/4447.mp4
ECCV 2022
https://docs.google.com/presentation/d/1nUCQyUZ8lmJTYoz-i4aA5xou5JkzXUIN/edit?usp=sharing&ouid=105032877246147260285&rtpof=true&sd=true
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10/5/2022
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MithileshEfficientNet: Rethinking Model Scaling for Convolutional Neural Networkshttps://arxiv.org/pdf/1905.11946ICML 2019
https://docs.google.com/presentation/d/1QMADlSbdSjKdBFHLUeDQhfvGvGowJ6v1/edit?usp=sharing&ouid=103647986604749576791&rtpof=true&sd=true
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Khiem PhiHow Do Vision Transformers Work?https://arxiv.org/pdf/2202.06709.pdfICLR 2022
https://docs.google.com/presentation/d/1TT9oPYmwU3-O7w8_i081i66E77dxKgVH/edit?usp=sharing&ouid=107110547759842100452&rtpof=true&sd=true
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Shahira AbousamraGroupViT: Semantic Segmentation Emerges from Text Supervisionhttps://arxiv.org/abs/2202.11094CVPR 2022
https://docs.google.com/presentation/d/1s2roFFmX6BwfmCixMR55J3FNlBkVmgOqie5cFM_-lro/edit?usp=sharing
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OthmaneDeep Reinforcement Learning for Sarcopenia Assessmenthttps://arxiv.org/abs/2107.12800MLMI - MICCAI 2021
https://drive.google.com/file/d/1mlxfoh1XKGLVdDzYnDN7Djn6aHTfIbn6/view?usp=sharing
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10/12/2022
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AlexandrosCold Diffusion: Inverting Arbitrary Image Transforms Without Noisehttps://arxiv.org/abs/2208.09392NeurIPS 2022
https://docs.google.com/presentation/d/1skoyssqXW35kx3jtct_z7hEdX9LFydCe3QU3ooBSVY4/edit?usp=sharing
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CristinaLearning State-Aware Visual Representations from Audible Interactions https://arxiv.org/pdf/2209.13583.pdfNeurips 2022
https://docs.google.com/presentation/d/1dpDY21btn3oPdOYaDSyvh0k6aWS-UvfSUPQ3Y-hVSk8/edit?usp=sharing
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ShahRukhDreamFusion: Text-to-3D using 2D Diffusionhttps://dreamfusion3d.github.io/
https://docs.google.com/presentation/d/1_G-t-OaM6WCuF7dn8DCxXkSXwB2F8f_zz4WE7FXorTE/edit?usp=sharing
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XiangTemporally Consistent Video Transformer for Long-Term Video Predictionhttps://wilson1yan.github.io/teco/
Use transformer to predict the latent trajectory, it is also built on existing fancy methods like VQ-GAN and MaskGIT
https://docs.google.com/presentation/d/1VijoYW95iP7mNTCK2BdAdKd_tMYOQ91cnbJMMx4FxmA/edit?usp=sharing
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10/19/2022
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KanchanaPerceptual Grouping in Vision-Language Modelshttps://arxiv.org/abs/2210.09996ICLR 2023 submission
https://drive.google.com/file/d/1oAoO-WzaoifpABquHdHCNfFt-9NjAYzo/preview
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KumaraSocratic Models: Composing Zero-Shot Multimodal Reasoning with Languagehttps://arxiv.org/abs/2204.00598arxiv
https://docs.google.com/presentation/d/1OCbgM32T7RMWHt-nDH_eRkgUnEN-NZEm60_2CbPncOA/edit?usp=sharing
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YunfanSemantic-Aware Domain Generalized Segmentation
https://openaccess.thecvf.com/content/CVPR2022/papers/Peng_Semantic-Aware_Domain_Generalized_Segmentation_CVPR_2022_paper.pdf
CVPR 2022
https://docs.google.com/presentation/d/1KMbTMlPWMKmGilGq-l_SDxkM58lMW-RMDh43GZD46Ak/edit?usp=sharing
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10/26/2022
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JongwooGRAFTING VISION TRANSFORMERShttps://openreview.net/pdf?id=48EwqCCosOOICLR 2023 submission
https://docs.google.com/presentation/d/15O8brbJJGwaiHAs0CTQ6p7r5TPi8UQrip5_j85hCk3Y/edit?usp=sharing
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AggelinaFaceFormer: Speech-Driven 3D Facial Animation with Transformershttps://arxiv.org/pdf/2112.05329.pdfCVPR 2022
https://docs.google.com/presentation/d/1D8ujlvlevm21HU7r6h33d8U2fMt7tVQl_aC1sLofIsI/edit?usp=sharing
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SaarthakWhat do self-supervised vision transformers learn?https://openreview.net/pdf?id=azCKuYyS74ICLR 2023 submission
https://docs.google.com/presentation/d/1LVP5WXDTFL-gs-qhmaQpxH3sv0L5ux-rRZWtl6GmGWQ/edit?usp=sharing
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PrantikSemi-Supervised Semantic Segmentation via Adaptive Equalizaton Learninghttps://arxiv.org/pdf/2110.05474.pdfNeurIPS 2021
https://docs.google.com/presentation/d/1ZU4Hr0iWYZKlv8jPPo0U3D61Ho3Uqz93zwLslzXC6ec/edit?usp=sharing
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11/2/2022
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SagnikFrom In-the-Wild Images of Documents to High Quality Scans
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11/16/2022
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GeorgiReading to Listen at the Cocktail Party: Multi-Modal Speech Separation
https://openaccess.thecvf.com//content/CVPR2022/papers/Rahimi_Reading_To_Listen_at_the_Cocktail_Party_Multi-Modal_Speech_Separation_CVPR_2022_paper.pdf
CVPR 2022
https://docs.google.com/presentation/d/11qjju47QNAXoCgQrlIYKIzvrE6n_eTMX0Uwn74mCfOw/edit?usp=sharing
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ManalBoundary IoU: Improving Object-Centric Image Segmentation Evaluationhttps://arxiv.org/pdf/2103.16562.pdfCVPR 2021
https://docs.google.com/presentation/d/14WSZ-XhiCTcnZLuLPEsmEiMPj7hyaW6GyPT7uOdnRSI/edit?usp=sharing
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SaumyaSlim Scissors: Segmenting Thin Object from Synthetic Background
https://www.ecva.net/papers/eccv_2022/papers_ECCV/papers/136890375.pdf
ECCV 2022
https://docs.google.com/presentation/d/1GPEZlOL4giiAn1mZKcUCMgruybk-9CVNGqI0BJWSusM/edit?usp=sharing
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AlexandrosNeurIPS Poster
https://drive.google.com/file/d/1xXgt7wL77YF7E_ay2ZjxmNHJ18YaGfCN/view?usp=share_link
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11/30/2022
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ZhilinEfficient Deep Embedded Subspace Clustering
https://openaccess.thecvf.com/content/CVPR2022/papers/Cai_Efficient_Deep_Embedded_Subspace_Clustering_CVPR_2022_paper.pdf
CVPR 2022
https://docs.google.com/presentation/d/1RCXfOPFxxXIYVh2lpaIXPyUJzzJxQTbE-_-9B00Izes/edit?usp=sharing
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VuFast Text-Conditional Discrete Denoising on Vector-Quantized Latent Spaceshttps://arxiv.org/pdf/2211.07292.pdf
https://docs.google.com/presentation/d/1PLXrIrmErh3z-Dvm00jxJesVjhYzOWoOGh8tiNtjFis/edit?usp=sharing
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DavidWeakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast
https://openaccess.thecvf.com/content/CVPR2022/papers/Du_Weakly_Supervised_Semantic_Segmentation_by_Pixel-to-Prototype_Contrast_CVPR_2022_paper.pdf
CVPR 2022
https://docs.google.com/presentation/d/1fVF3smDpfxFGwpQbYZpui6jlXPrXIFE3mQDMhVLKseI/edit?usp=sharing
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ShahRukhDreamFusion: Text-to-3D using 2D Diffusionhttps://dreamfusion3d.github.io/
https://docs.google.com/presentation/d/1_G-t-OaM6WCuF7dn8DCxXkSXwB2F8f_zz4WE7FXorTE/edit?usp=sharing
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YashPollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learninghttps://www.usenix.org/system/files/osdi21-qiao.pdf
Optimising batch size and learning rate for a deep learning model in a cluster training setting
https://docs.google.com/presentation/d/1S6a6MOymNGw33K4FvOXOUJRtnnpPY_u-PH_tnrxOBKY/edit?usp=sharing
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