Liang Ma
9 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (25) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Conference Pioneer
π₯
Unstoppable Β· Bronze
ποΈ
Keyword Collector
(58)
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Research topics
Keywords
zero-shot learning
(2)
metric learning
(1)
depth estimation
(1)
feature learning
(1)
few-shot learning
(1)
action recognition
(1)
vision-language navigation
(1)
embedding space
(1)
scene understanding
(1)
embedding learning
(1)
prototype learning
(1)
text generation
(1)
dependency parsing
(1)
summarization evaluation
(1)
semi-supervised learning
(1)
class-incremental learning
(1)
person re-identification
(1)
medical image segmentation
(1)
event detection
(1)
representation learning
(1)
Papers
RoomTour3D: Geometry-Aware Video-Instruction Tuning for Embodied Navigation
CVPR 2025
Unbiased Evaluation of Large Language Models from a Causal Perspective
ICML 2025
CorNav: Autonomous Agent with Self-Corrected Planning for Zero-Shot Vision-and-Language Navigation
ACL 2024
Versatile Medical Image Segmentation Learned from Multi-Source Datasets via Model Self-Disambiguation
CVPR 2024
BUMP: A Benchmark of Unfaithful Minimal Pairs for Meta-Evaluation of Faithfulness Metrics
ACL 2023
Multi-View Source Ablation for Faithful Summarization
EACL 2023
Forward Compatible Few-Shot Class-Incremental Learning
CVPR 2022
GTN-ED: Event Detection Using Graph Transformer Networks
NAACL 2021
Learning Incremental Triplet Margin for Person Re-Identification
AAAI 2019