Guangyu Gao
8 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🧬 Topic Evolution
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Keywords
semantic segmentation
(6)
continual learning
(3)
catastrophic forgetting
(2)
incremental segmentation
(2)
weakly supervised learning
(1)
knowledge distillation
(1)
class-incremental learning
(1)
multimodal large language model
(1)
pseudo label
(1)
mask generation
(1)
few-shot semantic segmentation
(1)
segment anything model
(1)
class activation map
(1)
image-level annotation
(1)
weakly supervised semantic segmentation
(1)
object proposal
(1)
class incremental
(1)
point prompt
(1)
regional objectness
(1)
activation mapping
(1)
Papers
Rethinking MLLM Itself as a Segmenter with a Single Segmentation Token
CVPR 2026
CoMBO: Conflict Mitigation via Branched Optimization for Class Incremental Segmentation
CVPR 2025
Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation
ECCV 2024
Bridge the Points: Graph-based Few-shot Segment Anything Semantically
NeurIPS 2024
CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental Segmentation
ICCV 2023
Adaptive Spatial-BCE Loss for Weakly Supervised Semantic Segmentation
ECCV 2022
Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation
NeurIPS 2022
Embedded Discriminative Attention Mechanism for Weakly Supervised Semantic Segmentation
CVPR 2021