Chris Thomas
13 papers · 2024–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (36) 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (66)
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Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Artificial Intelligence
(10)
Core AI · Artificial Intelligence
(10)
Machine Learning
(9)
Learning Types · Machine Learning
(6)
Deep Learning
(5)
Natural Language Processing
(4)
Computer Vision
(3)
Applications · Natural Language Processing
(3)
Core AI · Computer Vision
(3)
Learning Types · Deep Learning
(3)
Models
(3)
Application Areas
(2)
Applications · Computer Vision
(2)
Core Methods
(2)
Mathematics & Optimization
(1)
Keywords
vision-language model
(6)
multimodal learning
(4)
visual question answering
(4)
fine-grained classification
(2)
multimodal reasoning
(2)
image-text retrieval
(2)
attention mechanism
(1)
optimal transport
(1)
benchmark evaluation
(1)
text generation
(1)
bias mitigation
(1)
image captioning
(1)
cross-modal retrieval
(1)
evidence summarization
(1)
adversarial attack
(1)
claim verification
(1)
bilevel optimization
(1)
black-box attack
(1)
fine-grained detection
(1)
natural language inference
(1)
Papers
Immunizing Models Against Harmful Long-Horizon Fine-Tuning via Contractive Optimization Dynamics
CVPR 2026
LAMP: Learning Universal Adversarial Perturbations for Multi-Image Tasks via Pre-trained Models
AAAI 2026
Lenses: Toward Polysemous Vision-Language Understanding
CVPR 2026
SoundBreak: A Systematic Study of Audio-Only Adversarial Attacks on Trimodal Models
ACL 2026
Advancing Chart Question Answering with Robust Chart Component Recognition
WACV 2025
Benchmarking and Mitigating MCQA Selection Bias of Large Vision-Language Models
EMNLP 2025
Flexible-length Text Infilling for Discrete Diffusion Models
EMNLP 2025
Maximal Matching Matters: Preventing Representation Collapse for Robust Cross-Modal Retrieval
ACL 2025
SteerVLM: Robust Model Control through Lightweight Activation Steering for Vision Language Models
EMNLP 2025
Zero-Shot Fine-Grained Image Classification Using Large Vision-Language Models
EMNLP 2025
JourneyBench: A Challenging One-Stop Vision-Language Understanding Benchmark of Generated Images
NeurIPS 2024
M3D: MultiModal MultiDocument Fine-Grained Inconsistency Detection
EMNLP 2024
MetaSumPerceiver: Multimodal Multi-Document Evidence Summarization for Fact-Checking
ACL 2024