Gillian Dobbie
10 papers · 2021–2026 · 6 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (10)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(10)
💎
Century Club
(10)
🔥
Unstoppable
(6)
❓
The Questioner
🗃️
Keyword Collector
(57)
Conferences
IJCAI (4)
AAAI (2)
ACML (1)
EMNLP (1)
ICCV (1)
WACV (1)
Top co-authors
Keywords
animal re-identification
(2)
causal intervention
(2)
domain generalization
(2)
contrastive learning
(1)
visual grounding
(1)
transfer learning
(1)
online learning
(1)
ensemble learning
(1)
causal reasoning
(1)
feature embedding
(1)
neural architecture
(1)
fine-grained classification
(1)
machine unlearning
(1)
deep learning
(1)
out-of-distribution generalization
(1)
domain adaptation
(1)
unsupervised segmentation
(1)
generalization ability
(1)
self-paced learning
(1)
benchmark evaluation
(1)
Papers
Overcoming Fine-Grained Visual Challenges in Animal Re-Identification via Semantic Feature Alignment
WACV 2026
Causally-Grounded Dual-Path Attention Intervention for Object Hallucination Mitigation in LVLMs
AAAI 2026
Balancing Invariant and Specific Knowledge for Domain Generalization with Online Knowledge Distillation
IJCAI 2025
GloPER: Unsupervised Animal Pattern Extraction from Local Reconstruction
ICCV 2025
Symmetric Self-Paced Learning for Domain Generalization
AAAI 2024
Can Large Language Models Learn Independent Causal Mechanisms?
EMNLP 2024
Large Language Models Are Not Strong Abstract Reasoners
IJCAI 2024
Disentanglement of Latent Representations via Causal Interventions
IJCAI 2023
Membership Inference via Backdooring
IJCAI 2022
Transfer Learning with Adaptive Online TrAdaBoost for Data Streams
ACML 2021