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20232026
most citedPurify Unlearnable Examples via Rate-Constrained Variational Autoencoders

2 citations · 3 across the 19 of their papers we have counts for

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7 papers · 1 filter

cs.RO2025

MAP-VLA: Memory-Augmented Prompting for Vision-Language-Action Model in Robotic Manipulation

Runhao Li, Wenkai Guo, Zhenyu Wu +5

Pre-trained Vision-Language-Action (VLA) models have achieved remarkable success in improving robustness and generalization for end-to-end robotic manipulation. However, these mode…

cs.AI2025

E3RG: Building Explicit Emotion-driven Empathetic Response Generation System with Multimodal Large Language Model

Ronghao Lin, Shuai Shen, Weipeng Hu +5

Multimodal Empathetic Response Generation (MERG) is crucial for building emotionally intelligent human-computer interactions. Although large language models (LLMs) have improved te…

cs.CV2025

Towards Generalized Range-View LiDAR Segmentation in Adverse Weather

Longyu Yang, Lu Zhang, Jun Liu +4

LiDAR segmentation has emerged as an important task to enrich scene perception and understanding. Range-view-based methods have gained popularity due to their high computational ef…

cs.LG2025

MTL-UE: Learning to Learn Nothing for Multi-Task Learning

Yi Yu, Song Xia, Siyuan Yang +5

Most existing unlearnable strategies focus on preventing unauthorized users from training single-task learning (STL) models with personal data. Nevertheless, the paradigm has recen…

cs.CR2025

Towards Model Resistant to Transferable Adversarial Examples via Trigger Activation

Yi Yu, Song Xia, Xun Lin +5

Adversarial examples, characterized by imperceptible perturbations, pose significant threats to deep neural networks by misleading their predictions. A critical aspect of these exa…

cs.GR2025

Audio-Plane: Audio Factorization Plane Gaussian Splatting for Real-Time Talking Head Synthesis

Shuai Shen, Wanhua Li, Yunpeng Zhang +2

Talking head synthesis has emerged as a prominent research topic in computer graphics and multimedia, yet most existing methods often struggle to strike a balance between generatio…

cs.GR2025

Reference-free Human-Object Interaction Editing

Jiun Tian Hoe, Weipeng Hu, Wei Zhou +5

This paper presents InteractEdit, a novel framework for reference-free Human-Object Interaction (HOI) editing that tackles the challenging task of transforming an existing interact…