Marculescu, Diana

29 publications

WACV 2025 Ada-VE: Training-Free Consistent Video Editing Using Adaptive Motion Prior Tanvir Mahmud, Mustafa Munir, Radu Marculescu, Diana Marculescu

ICLR 2025 Looking Backward: Streaming Video-to-Video Translation with Feature Banks Feng Liang, Akio Kodaira, Chenfeng Xu, Masayoshi Tomizuka, Kurt Keutzer, Diana Marculescu

CVPR 2025 Movie Weaver: Tuning-Free Multi-Concept Video Personalization with Anchored Prompts Feng Liang, Haoyu Ma, Zecheng He, Tingbo Hou, Ji Hou, Kunpeng Li, Xiaoliang Dai, Felix Juefei-Xu, Samaneh Azadi, Animesh Sinha, Peizhao Zhang, Peter Vajda, Diana Marculescu

ICML 2025 Quamba2: A Robust and Scalable Post-Training Quantization Framework for Selective State Space Models Hung-Yueh Chiang, Chi-Chih Chang, Natalia Frumkin, Kai-Chiang Wu, Mohamed S. Abdelfattah, Diana Marculescu

ICLR 2025 Quamba: A Post-Training Quantization Recipe for Selective State Space Models Hung-Yueh Chiang, Chi-Chih Chang, Natalia Frumkin, Kai-Chiang Wu, Diana Marculescu

CVPRW 2024 Cache and Reuse: Rethinking the Efficiency of On-Device Transfer Learning Yuedong Yang, Hung-Yueh Chiang, Guihong Li, Diana Marculescu, Radu Marculescu

CVPRW 2024 ELSA: Exploiting Layer-Wise N: M Sparsity for Vision Transformer Acceleration Ning-Chi Huang, Chi-Chih Chang, Wei-Cheng Lin, Endri Taka, Diana Marculescu, Kai-Chiang Wu

WACV 2024 FLORA: Fine-Grained Low-Rank Architecture Search for Vision Transformer Chi-Chih Chang, Yuan-Yao Sung, Shixing Yu, Ning-Chi Huang, Diana Marculescu, Kai-Chiang Wu

CVPR 2024 FlowVid: Taming Imperfect Optical Flows for Consistent Video-to-Video Synthesis Feng Liang, Bichen Wu, Jialiang Wang, Licheng Yu, Kunpeng Li, Yinan Zhao, Ishan Misra, Jia-Bin Huang, Peizhao Zhang, Peter Vajda, Diana Marculescu

CVPRW 2024 MA-AVT: Modality Alignment for Parameter-Efficient Audio-Visual Transformers Tanvir Mahmud, Shentong Mo, Yapeng Tian, Diana Marculescu

ECCV 2024 PaPr: Training-Free One-Step Patch Pruning with Lightweight ConvNets for Faster Inference Tanvir Mahmud, Burhaneddin Yaman, Chun-Hao Liu, Diana Marculescu

ICLRW 2024 SCAN-Edge: Finding MobileNet-Speed Hybrid Networks for Commodity Edge Devices Hung-Yueh Chiang, Diana Marculescu

WACV 2024 SSVOD: Semi-Supervised Video Object Detection with Sparse Annotations Tanvir Mahmud, Chun-Hao Liu, Burhaneddin Yaman, Diana Marculescu

CVPR 2024 T-VSL: Text-Guided Visual Sound Source Localization in Mixtures Tanvir Mahmud, Yapeng Tian, Diana Marculescu

ICLR 2024 Weakly-Supervised Audio Separation via Bi-Modal Semantic Similarity Tanvir Mahmud, Saeed Amizadeh, Kazuhito Koishida, Diana Marculescu

WACV 2023 AVE-CLIP: AudioCLIP-Based Multi-Window Temporal Transformer for Audio Visual Event Localization Tanvir Mahmud, Diana Marculescu

NeurIPS 2023 Efficient Low-Rank Backpropagation for Vision Transformer Adaptation Yuedong Yang, Hung-Yueh Chiang, Guihong Li, Diana Marculescu, Radu Marculescu

ICCV 2023 Jumping Through Local Minima: Quantization in the Loss Landscape of Vision Transformers Natalia Frumkin, Dibakar Gope, Diana Marculescu

AAAI 2023 MobileTL: On-Device Transfer Learning with Inverted Residual Blocks Hung-Yueh Chiang, Natalia Frumkin, Feng Liang, Diana Marculescu

CVPR 2023 Open-Vocabulary Semantic Segmentation with Mask-Adapted CLIP Feng Liang, Bichen Wu, Xiaoliang Dai, Kunpeng Li, Yinan Zhao, Hang Zhang, Peizhao Zhang, Peter Vajda, Diana Marculescu

CVPRW 2022 ANT: Adapt Network Across Time for Efficient Video Processing Feng Liang, Ting-Wu Chin, Yang Zhou, Diana Marculescu

ICMLW 2022 RL-Tune: A Deep Reinforcement Learning Assisted Layer-Wise Fine-Tuning Approach for Transfer Learning Tanvir Mahmud, Natalia Frumkin, Diana Marculescu

ECML-PKDD 2021 Joslim: Joint Widths and Weights Optimization for Slimmable Neural Networks Ting-Wu Chin, Ari S. Morcos, Diana Marculescu

CVPRW 2021 Renofeation: A Simple Transfer Learning Method for Improved Adversarial Robustness Ting-Wu Chin, Cha Zhang, Diana Marculescu

CVPRW 2021 Width Transfer: On the (In)variance of Width Optimization Ting-Wu Chin, Diana Marculescu, Ari S. Morcos

ECCVW 2020 One Weight Bitwidth to Rule Them All Ting-Wu Chin, Pierce I-Jen Chuang, Vikas Chandra, Diana Marculescu

WACV 2020 ViP: Virtual Pooling for Accelerating CNN-Based Image Classification and Object Detection Zhuo Chen, Jiyuan Zhang, Ruizhou Ding, Diana Marculescu

ECML-PKDD 2019 Single-Path NAS: Designing Hardware-Efficient ConvNets in Less than 4 Hours Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Bodhi Priyantha, Jie Liu, Diana Marculescu

ACML 2017 NeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks Ermao Cai, Da-Cheng Juan, Dimitrios Stamoulis, Diana Marculescu