Alert button
Picture for Diana Marculescu

Diana Marculescu

Alert button

FlowVid: Taming Imperfect Optical Flows for Consistent Video-to-Video Synthesis

Dec 29, 2023
Feng Liang, Bichen Wu, Jialiang Wang, Licheng Yu, Kunpeng Li, Yinan Zhao, Ishan Misra, Jia-Bin Huang, Peizhao Zhang, Peter Vajda, Diana Marculescu

Viaarxiv icon

FLORA: Fine-grained Low-Rank Architecture Search for Vision Transformer

Nov 07, 2023
Chi-Chih Chang, Yuan-Yao Sung, Shixing Yu, Ning-Chi Huang, Diana Marculescu, Kai-Chiang Wu

Viaarxiv icon

Efficient Low-rank Backpropagation for Vision Transformer Adaptation

Sep 26, 2023
Yuedong Yang, Hung-Yueh Chiang, Guihong Li, Diana Marculescu, Radu Marculescu

Viaarxiv icon

SSVOD: Semi-Supervised Video Object Detection with Sparse Annotations

Sep 04, 2023
Tanvir Mahmud, Chun-Hao Liu, Burhaneddin Yaman, Diana Marculescu

Figure 1 for SSVOD: Semi-Supervised Video Object Detection with Sparse Annotations
Figure 2 for SSVOD: Semi-Supervised Video Object Detection with Sparse Annotations
Figure 3 for SSVOD: Semi-Supervised Video Object Detection with Sparse Annotations
Figure 4 for SSVOD: Semi-Supervised Video Object Detection with Sparse Annotations
Viaarxiv icon

Jumping through Local Minima: Quantization in the Loss Landscape of Vision Transformers

Aug 21, 2023
Natalia Frumkin, Dibakar Gope, Diana Marculescu

Figure 1 for Jumping through Local Minima: Quantization in the Loss Landscape of Vision Transformers
Figure 2 for Jumping through Local Minima: Quantization in the Loss Landscape of Vision Transformers
Figure 3 for Jumping through Local Minima: Quantization in the Loss Landscape of Vision Transformers
Figure 4 for Jumping through Local Minima: Quantization in the Loss Landscape of Vision Transformers
Viaarxiv icon

MobileTL: On-device Transfer Learning with Inverted Residual Blocks

Dec 05, 2022
Hung-Yueh Chiang, Natalia Frumkin, Feng Liang, Diana Marculescu

Figure 1 for MobileTL: On-device Transfer Learning with Inverted Residual Blocks
Figure 2 for MobileTL: On-device Transfer Learning with Inverted Residual Blocks
Figure 3 for MobileTL: On-device Transfer Learning with Inverted Residual Blocks
Figure 4 for MobileTL: On-device Transfer Learning with Inverted Residual Blocks
Viaarxiv icon

CPT-V: A Contrastive Approach to Post-Training Quantization of Vision Transformers

Nov 17, 2022
Natalia Frumkin, Dibakar Gope, Diana Marculescu

Figure 1 for CPT-V: A Contrastive Approach to Post-Training Quantization of Vision Transformers
Figure 2 for CPT-V: A Contrastive Approach to Post-Training Quantization of Vision Transformers
Figure 3 for CPT-V: A Contrastive Approach to Post-Training Quantization of Vision Transformers
Figure 4 for CPT-V: A Contrastive Approach to Post-Training Quantization of Vision Transformers
Viaarxiv icon

AVE-CLIP: AudioCLIP-based Multi-window Temporal Transformer for Audio Visual Event Localization

Oct 11, 2022
Tanvir Mahmud, Diana Marculescu

Figure 1 for AVE-CLIP: AudioCLIP-based Multi-window Temporal Transformer for Audio Visual Event Localization
Figure 2 for AVE-CLIP: AudioCLIP-based Multi-window Temporal Transformer for Audio Visual Event Localization
Figure 3 for AVE-CLIP: AudioCLIP-based Multi-window Temporal Transformer for Audio Visual Event Localization
Figure 4 for AVE-CLIP: AudioCLIP-based Multi-window Temporal Transformer for Audio Visual Event Localization
Viaarxiv icon

Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP

Oct 09, 2022
Feng Liang, Bichen Wu, Xiaoliang Dai, Kunpeng Li, Yinan Zhao, Hang Zhang, Peizhao Zhang, Peter Vajda, Diana Marculescu

Figure 1 for Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP
Figure 2 for Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP
Figure 3 for Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP
Figure 4 for Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP
Viaarxiv icon

QUIDAM: A Framework for Quantization-Aware DNN Accelerator and Model Co-Exploration

Jun 30, 2022
Ahmet Inci, Siri Garudanagiri Virupaksha, Aman Jain, Ting-Wu Chin, Venkata Vivek Thallam, Ruizhou Ding, Diana Marculescu

Figure 1 for QUIDAM: A Framework for Quantization-Aware DNN Accelerator and Model Co-Exploration
Figure 2 for QUIDAM: A Framework for Quantization-Aware DNN Accelerator and Model Co-Exploration
Figure 3 for QUIDAM: A Framework for Quantization-Aware DNN Accelerator and Model Co-Exploration
Figure 4 for QUIDAM: A Framework for Quantization-Aware DNN Accelerator and Model Co-Exploration
Viaarxiv icon