Babak Damavandi
12 papers · 2016–2026 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (30) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§¬
Topic Evolution
π€
Dynamic Duo
(10)
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(67)
Top co-authors
Research topics
Artificial Intelligence
(10)
Core AI Β· Artificial Intelligence
(10)
Natural Language Processing
(7)
Computer Vision
(4)
Deep Learning
(4)
Machine Learning
(4)
Generation
(4)
Applications
(3)
Learning Types Β· Deep Learning
(3)
Architectures
(2)
Core AI Β· Computer Vision
(2)
Domain-Specific
(2)
Learning Types Β· Machine Learning
(2)
Optimization & Theory
(2)
Processing
(2)
Keywords
multimodal learning
(4)
visual grounding
(3)
multimodal large language model
(2)
sensor fusion
(2)
task-oriented dialog
(2)
vision-language model
(2)
large language model
(2)
multimodal dialog
(2)
modality alignment
(1)
information retrieval
(1)
visual question answering
(1)
task-oriented dialogue
(1)
visual reasoning
(1)
egocentric vision
(1)
dialogue generation
(1)
language model
(1)
symbolic computation
(1)
bipartite matching
(1)
synthetic data
(1)
human attention
(1)
Papers
SymPyBench: A Dynamic Benchmark for Scientific Reasoning with Executable Python Code
EACL 2026
TRACE: A Framework for Analyzing and Enhancing Stepwise Reasoning in Vision-Language Models
EACL 2026
VideoMind: Thinking in Steps for Long Video Understanding
EACL 2026
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos
EMNLP 2025
AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model
EMNLP 2024
SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM
EMNLP 2024
IMU2CLIP: Language-grounded Motion Sensor Translation with Multimodal Contrastive Learning
EMNLP 2023
SIMMC-VR: A Task-oriented Multimodal Dialog Dataset with Situated and Immersive VR Streams
ACL 2023
Navigating Connected Memories with a Task-oriented Dialog System
EMNLP 2022
Connecting What To Say With Where To Look by Modeling Human Attention Traces
CVPR 2021
SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations
EMNLP 2021
NN-Grams: Unifying Neural Network and n-Gram Language Models for Speech Recognition
Interspeech 2016