Diana Marculescu
21 papers · 2017–2025 · 10 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (5) π Academic Marathon (8) π Conference Polyglot (10) πΊοΈ Taxonomy Completionist (44)
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Taxonomy Completionist
(44)
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Keyword Pioneer
π£
Hot Topic Early Bird
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Grand Slam
π§¬
Topic Evolution
π
Conference Pioneer
ποΈ
Keyword Collector
(90)
β‘
Prolific Year
(5)
π
Trend Setter
π
Century Club
(21)
Conferences
CVPR (6)
WACV (5)
ICLR (3)
AAAI (1)
ACML (1)
ECCV (1)
EMNLP (1)
ICCV (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
model compression
(6)
convolutional neural network
(3)
vision transformer
(3)
temporal consistency
(3)
diffusion model
(2)
low-rank approximation
(2)
optical flow
(2)
video editing
(2)
video generation
(1)
sound source localization
(1)
semantic segmentation
(1)
object detection
(1)
model quantization
(1)
multimodal learning
(1)
source separation
(1)
transfer learning
(1)
zero-shot learning
(1)
model adaptation
(1)
neural network optimization
(1)
neural architecture search
(1)
Papers
Movie Weaver: Tuning-Free Multi-Concept Video Personalization with Anchored Prompts
CVPR 2025
Ada-VE: Training-Free Consistent Video Editing using Adaptive Motion Prior
WACV 2025
Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models
ICML 2025
Looking Backward: Streaming Video-to-Video Translation with Feature Banks
ICLR 2025
Quamba: A Post-Training Quantization Recipe for Selective State Space Models
ICLR 2025
OpenSep: Leveraging Large Language Models with Textual Inversion for Open World Audio Separation
EMNLP 2024
T-VSL: Text-Guided Visual Sound Source Localization in Mixtures
CVPR 2024
FlowVid: Taming Imperfect Optical Flows for Consistent Video-to-Video Synthesis
CVPR 2024
PaPr: Training-Free One-Step Patch Pruning with Lightweight ConvNets for Faster Inference
ECCV 2024
Weakly-supervised Audio Separation via Bi-modal Semantic Similarity
ICLR 2024
SSVOD: Semi-Supervised Video Object Detection With Sparse Annotations
WACV 2024
FLORA: Fine-Grained Low-Rank Architecture Search for Vision Transformer
WACV 2024
MobileTL: On-Device Transfer Learning with Inverted Residual Blocks
AAAI 2023
Open-Vocabulary Semantic Segmentation With Mask-Adapted CLIP
CVPR 2023
AVE-CLIP: AudioCLIP-Based Multi-Window Temporal Transformer for Audio Visual Event Localization
WACV 2023
Efficient Low-rank Backpropagation for Vision Transformer Adaptation
NIPS 2023
Jumping through Local Minima: Quantization in the Loss Landscape of Vision Transformers
ICCV 2023
Towards Efficient Model Compression via Learned Global Ranking
CVPR 2020
ViP: Virtual Pooling for Accelerating CNN-based Image Classification and Object Detection
WACV 2020
Regularizing Activation Distribution for Training Binarized Deep Networks
CVPR 2019
NeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks
ACML 2017