Paintseg: Painting pixels for training-free segmentation
The paper introduces PaintSeg, a new unsupervised method for segmenting objects without
any training. We propose an adversarial masked contrastive painting (AMCP) process …
any training. We propose an adversarial masked contrastive painting (AMCP) process …
Towards noise-tolerant speech-referring video object segmentation: Bridging speech and text
Linguistic communication is prevalent in Human-Computer Interaction (HCI). Speech
(spoken language) serves as a convenient yet potentially ambiguous form due to noise and …
(spoken language) serves as a convenient yet potentially ambiguous form due to noise and …
PaintSeg: training-free segmentation via painting
The paper introduces PaintSeg, a new unsupervised method for segmenting objects without
any training. We propose an adversarial masked contrastive painting (AMCP) process …
any training. We propose an adversarial masked contrastive painting (AMCP) process …
CPM: Class-conditional Prompting Machine for Audio-visual Segmentation
Audio-visual segmentation (AVS) is an emerging task that aims to accurately segment
sounding objects based on audio-visual cues. The success of AVS learning systems …
sounding objects based on audio-visual cues. The success of AVS learning systems …
-Bench: Benchmarking the Robustness of Referring Perception Models under Perturbations
Referring perception, which aims at grounding visual objects with multimodal referring
guidance, is essential for bridging the gap between humans, who provide instructions, and …
guidance, is essential for bridging the gap between humans, who provide instructions, and …
Part-aware Personalized Segment Anything Model for Patient-Specific Segmentation
Precision medicine, such as patient-adaptive treatments utilizing medical images, poses
new challenges for image segmentation algorithms due to (1) the large variability across …
new challenges for image segmentation algorithms due to (1) the large variability across …
Training-free CryoET Tomogram Segmentation
Cryogenic Electron Tomography (CryoET) is a useful imaging technology in structural
biology that is hindered by its need for manual annotations, especially in particle picking …
biology that is hindered by its need for manual annotations, especially in particle picking …
[PDF][PDF] R 2-Bench: Benchmarking the Robustness of Referring Perception Models under Perturbations
X Li, K Qiu, J Wang, X Xu, R Singh, K Yamazaki… - CoRR, 2024 - researchgate.net
Referring perception, which aims at grounding visual objects with multimodal referring
guidance, is essential for bridging the gap between humans, who provide instructions, and …
guidance, is essential for bridging the gap between humans, who provide instructions, and …