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Mehrtash Harandi

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

74

Venues

13

Active years

2015–2026

Best venue rank

A*

Where they publish

Papers

74 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIPCGS: Progressive Compression of 3D Gaussian Splatting.Yihang Chen, Mengyao Li, Qianyi Wu, Weiyao Lin, Mehrtash Harandi, Jianfei Cai
2026AAAIDIET: Machine Unlearning on a Data-Diet.Nilakshan Kunananthaseelan, Jing Wu, Trung Le, Gholamreza Haffari, Mehrtash Harandi
2026WACVSubspace-Guided Knowledge Distillation for Efficient Model Transfer.Zeeshan Hayder, Ali Cheraghian, Lars Petersson, Mehrtash Harandi
2025CVPRErasing Undesirable Influence in Diffusion Models.Jing Wu, Trung Le, Munawar Hayat, Mehrtash Harandi
2025ICCVA Good Teacher Adapts Their Knowledge for Distillation.Chengyao Qian, Trung Le, Mehrtash Harandi
2025ICCVMUNBa: Machine Unlearning Via Nash Bargaining.Jing Wu, Mehrtash Harandi
2025ICLRFast Feedforward 3D Gaussian Splatting Compression.Yihang Chen, Qianyi Wu, Mengyao Li, Weiyao Lin, Mehrtash Harandi, Jianfei Cai
2025WACVSeCo-INR: Semantically Conditioned Implicit Neural Representations for Improved Medical Image Super-Resolution.Mevan Ekanayake, Zhifeng Chen, Gary F. Egan, Mehrtash Harandi, Zhaolin Chen
2024AAAILaViP: Language-Grounded Visual Prompting.Nilakshan Kunananthaseelan, Jing Zhang, Mehrtash Harandi
2024AAAIConcealing Sensitive Samples against Gradient Leakage in Federated Learning.Jing Wu, Munawar Hayat, Mingyi Zhou, Mehrtash Harandi
2024CVPRHow Far can we Compress Instant-NGP-Based NeRF?Yihang Chen, Qianyi Wu, Mehrtash Harandi, Jianfei Cai
2024CVPRText-Enhanced Data-Free Approach for Federated Class-Incremental Learning.Minh-Tuan Tran, Trung Le, Xuan-May Le, Mehrtash Harandi, Dinh Phung
2024CVPRNAYER: Noisy Layer Data Generation for Efficient and Effective Data-free Knowledge Distillation.Minh-Tuan Tran, Trung Le, Xuan-May Le, Mehrtash Harandi, Quan Hung Tran, Dinh Q. Phung
2024CVPRBackpropagation-free Network for 3D Test-time Adaptation.Yanshuo Wang, Ali Cheraghian, Zeeshan Hayder, Jie Hong, Sameera Ramasinghe, Shafin Rahman, David Ahmedt-Aristizabal, Xuesong Li, Lars Petersson, Mehrtash Harandi
2024ECCVHAC: Hash-Grid Assisted Context for 3D Gaussian Splatting Compression.Yihang Chen, Qianyi Wu, Weiyao Lin, Mehrtash Harandi, Jianfei Cai
2024ECCVCanonical Shape Projection Is All You Need for 3D Few-Shot Class Incremental Learning.Ali Cheraghian, Zeeshan Hayder, Sameera Ramasinghe, Shafin Rahman, Javad Jafaryahya, Lars Petersson, Mehrtash Harandi
2024ECCVScissorhands: Scrub Data Influence via Connection Sensitivity in Networks.Jing Wu, Mehrtash Harandi
2024IGARSSA CNN system for segmenting tropical cyclones neighborhoods in geostationary images.Joshua May, Mehrtash Harandi, J. Scott Tyo, Liang Hu, Elizabeth A Ritchie-Tyo
2024WACVContinual Test-time Domain Adaptation via Dynamic Sample Selection.Yanshuo Wang, Jie Hong, Ali Cheraghian, Shafin Rahman, David Ahmedt-Aristizabal, Lars Petersson, Mehrtash Harandi
2023CVPRExploring Data Geometry for Continual Learning.Zhi Gao, Chen Xu, Feng Li, Yunde Jia, Mehrtash Harandi, Yuwei Wu
2023DICTAFeature Correlation Aggregation: on the Path to Better Graph Neural Networks.Jieming Zhou, Tong Zhang, Pengfei Fang, Lars Petersson, Mehrtash Harandi
2023ICCVEnergy-based Self-Training and Normalization for Unsupervised Domain Adaptation.Samitha Herath, Basura Fernando, Ehsan Abbasnejad, Munawar Hayat, Shahram Khadivi, Mehrtash Harandi, Hamid Rezatofighi, Gholamreza Haffari
2023ICCVHyperbolic Audio-visual Zero-shot Learning.Jie Hong, Zeeshan Hayder, Junlin Han, Pengfei Fang, Mehrtash Harandi, Lars Petersson
2023ICIPCan we Distill Knowledge from Powerful Teachers Directly?Chengyao Qian, Munawar Hayat, Mehrtash Harandi
2023ICMLVector Quantized Wasserstein Auto-Encoder.Long Tung Vuong, Trung Le, He Zhao, Chuanxia Zheng, Mehrtash Harandi, Jianfei Cai, Dinh Q. Phung
2023MICCAIL3DMC: Lifelong Learning Using Distillation via Mixed-Curvature Space.Kaushik Roy, Peyman Moghadam, Mehrtash Harandi
2023MICCAIEndoSurf: Neural Surface Reconstruction of Deformable Tissues with Stereo Endoscope Videos.Ruyi Zha, Xuelian Cheng, Hongdong Li, Mehrtash Harandi, Zongyuan Ge
2023WACVLAVA:Label-efficient Visual Learning and Adaptation.Islam Nassar, Munawar Hayat, Ehsan Abbasnejad, Hamid Rezatofighi, Mehrtash Harandi, Gholamreza Haffari
2022AAAIEfficient Riemannian Meta-Optimization by Implicit Differentiation.Xiaomeng Fan, Yuwei Wu, Zhi Gao, Yunde Jia, Mehrtash Harandi
2022AAAIAdaptive Poincar Point to Set Distance for Few-Shot Classification.Rongkai Ma, Pengfei Fang, Tom Drummond, Mehrtash Harandi
2022ACCVA Differentiable Distance Approximation for Fairer Image Classification.Nicholas Rosa, Tom Drummond, Mehrtash Harandi
2022CVPRImplicit Motion Handling for Video Camouflaged Object Detection.Xuelian Cheng, Huan Xiong, Deng-Ping Fan, Yiran Zhong, Mehrtash Harandi, Tom Drummond, Zongyuan Ge
2022CVPROn Generalizing Beyond Domains in Cross-Domain Continual Learning.Christian Simon, Masoud Faraki, Yi-Hsuan Tsai, Xiang Yu, Samuel Schulter, Yumin Suh, Mehrtash Harandi, Manmohan Chandraker
2022ECCVLearning Instance and Task-Aware Dynamic Kernels for Few-Shot Learning.Rongkai Ma, Pengfei Fang, Gil Avraham, Yan Zuo, Tianyu Zhu, Tom Drummond, Mehrtash Harandi
2022MICCAIDeep Laparoscopic Stereo Matching with Transformers.Xuelian Cheng, Yiran Zhong, Mehrtash Harandi, Tom Drummond, Zhiyong Wang, Zongyuan Ge
2022MICCAIA Robust Volumetric Transformer for Accurate 3D Tumor Segmentation.Himashi Peiris, Munawar Hayat, Zhaolin Chen, Gary F. Egan, Mehrtash Harandi
2022WACVMeta-Learning for Multi-Label Few-Shot Classification.Christian Simon, Piotr Koniusz, Mehrtash Harandi
2022WACVTowards a Robust Differentiable Architecture Search under Label Noise.Christian Simon, Piotr Koniusz, Lars Petersson, Yan Han, Mehrtash Harandi
2021AAAISemi-Supervised Metric Learning: A Deep Resurrection.Ujjal Kr Dutta, Mehrtash Harandi, Chellu Chandra Sekhar
2021AAAILearning a Gradient-free Riemannian Optimizer on Tangent Spaces.Xiaomeng Fan, Zhi Gao, Yuwei Wu, Yunde Jia, Mehrtash Harandi
2021AAAILearning to Continually Learn Rapidly from Few and Noisy Data.Nicholas I-Hsien Kuo, Mehrtash Harandi, Nicolas Fourrier, Christian Walder, Gabriela Ferraro, Hanna Suominen
2021CVPRSemantic-Aware Knowledge Distillation for Few-Shot Class-Incremental Learning.Ali Cheraghian, Shafin Rahman, Pengfei Fang, Soumava Kumar Roy, Lars Petersson, Mehrtash Harandi
2021CVPRReinforced Attention for Few-Shot Learning and Beyond.Jie Hong, Pengfei Fang, Weihao Li, Tong Zhang, Christian Simon, Mehrtash Harandi, Lars Petersson
2021CVPRPlastic and Stable Gated Classifiers for Continual Learning.Nicholas I-Hsien Kuo, Mehrtash Harandi, Nicolas Fourrier, Christian Walder, Gabriela Ferraro, Hanna Suominen
2021CVPROn Learning the Geodesic Path for Incremental Learning.Christian Simon, Piotr Koniusz, Mehrtash Harandi
2021ICCVSynthesized Feature based Few-Shot Class-Incremental Learning on a Mixture of Subspaces.Ali Cheraghian, Shafin Rahman, Sameera Ramasinghe, Pengfei Fang, Christian Simon, Lars Petersson, Mehrtash Harandi
2021ICCVKernel Methods in Hyperbolic Spaces.Pengfei Fang, Mehrtash Harandi, Lars Petersson
2021ICCVCurvature Generation in Curved Spaces for Few-Shot Learning.Zhi Gao, Yuwei Wu, Yunde Jia, Mehrtash Harandi
2021IJCNNLearning Online for Unified Segmentation and Tracking Models.Tianyu Zhu, Mehrtash Harandi, Rongkai Ma, Tom Drummond
2021MICCAIDuo-SegNet: Adversarial Dual-Views for Semi-supervised Medical Image Segmentation.Himashi Peiris, Zhaolin Chen, Gary F. Egan, Mehrtash Harandi
2021WACVSet Augmented Triplet Loss for Video Person Re-Identification.Pengfei Fang, Pan Ji, Lars Petersson, Mehrtash Harandi
2020AAAIUnsupervised Metric Learning with Synthetic Examples.Ujjal Kr Dutta, Mehrtash Harandi, C. Chandra Sekhar
2020AAAIRevisiting Bilinear Pooling: A Coding Perspective.Zhi Gao, Yuwei Wu, Xiaoxun Zhang, Jindou Dai, Yunde Jia, Mehrtash Harandi
2020ACCVChannel Recurrent Attention Networks for Video Pedestrian Retrieval.Pengfei Fang, Pan Ji, Jieming Zhou, Lars Petersson, Mehrtash Harandi
2020CVPRLearning to Optimize on SPD Manifolds.Zhi Gao, Yuwei Wu, Yunde Jia, Mehrtash Harandi
2020CVPRMNicholas I-Hsien Kuo, Mehrtash Harandi, Nicolas Fourrier, Christian Walder, Gabriela Ferraro, Hanna Suominen
2020CVPRAdaptive Subspaces for Few-Shot Learning.Christian Simon, Piotr Koniusz, Richard Nock, Mehrtash Harandi
2020ECCVOn Modulating the Gradient for Meta-learning.Christian Simon, Piotr Koniusz, Richard Nock, Mehrtash Harandi
2020IJCNNAn Input Residual Connection for Simplifying Gated Recurrent Neural Networks.Nicholas I-Hsien Kuo, Mehrtash Harandi, Nicolas Fourrier, Christian Walder, Gabriela Ferraro, Hanna Suominen
2020WACVLearning from Noisy Labels via Discrepant Collaborative Training.Yan Han, Soumava Kumar Roy, Lars Petersson, Mehrtash Harandi
2020WACVDevon: Deformable Volume Network for Learning Optical Flow.Yao Lu, Jack Valmadre, Heng Wang, Juho Kannala, Mehrtash Harandi, Philip H. S. Torr
2019CVPRMin-Max Statistical Alignment for Transfer Learning.Samitha Herath, Mehrtash Harandi, Basura Fernando, Richard Nock
2019ICCVBilinear Attention Networks for Person Retrieval.Pengfei Fang, Jieming Zhou, Soumava Kumar Roy, Lars Petersson, Mehrtash Harandi
2019ICCVSiamese Networks: The Tale of Two Manifolds.Soumava Kumar Roy, Mehrtash Harandi, Richard Nock, Richard I. Hartley
2019ICMLNeural Collaborative Subspace Clustering.Tong Zhang, Pan Ji, Mehrtash Harandi, Wen-bing Huang, Hongdong Li
2018ACCVScalable Deep k-Subspace Clustering.Tong Zhang, Pan Ji, Mehrtash Harandi, Richard I. Hartley, Ian D. Reid
2018CVPRGeometry Aware Constrained Optimization Techniques for Deep Learning.Soumava Kumar Roy, Zakaria Mhammedi, Mehrtash Harandi
2018CVPRDeep Unsupervised Saliency Detection: A Multiple Noisy Labeling Perspective.Jing Zhang, Tong Zhang, Yuchao Dai, Mehrtash Harandi, Richard I. Hartley
2018ECCVDevon: Deformable Volume Network for Learning Optical Flow.Yao Lu, Jack Valmadre, Heng Wang, Juho Kannala, Mehrtash Harandi, Philip H. S. Torr
2017CVPRGeneralized Rank Pooling for Activity Recognition.Anoop Cherian, Basura Fernando, Mehrtash Harandi, Stephen Gould
2017DICTAConstrained Stochastic Gradient Descent: The Good Practice.Soumava Kumar Roy, Mehrtash Harandi
2017ICCVLearning Discriminative αβ-Divergences for Positive Definite Matrices.Anoop Cherian, Panagiotis Stanitsas, Mehrtash Harandi, Vassilios Morellas, Nikos Papanikolopoulos
2016CVPRSparse Coding and Dictionary Learning with Linear Dynamical Systems.Wen-bing Huang, Fuchun Sun, Le-le Cao, Deli Zhao, Huaping Liu, Mehrtash Harandi
2015AAAIOnline Dictionary Learning on Symmetric Positive Definite Manifolds with Vision Applications.Shengping Zhang, Shiva Prasad Kasiviswanathan, Pong C. Yuen, Mehrtash Harandi