Alexander Hauptmann
Research Professor
Studies multimedia analysis, including video understanding and retrieval.
Alexander Hauptmann's lab at CMU works on video understanding, vision-language & multimodal and knowledge, QA & retrieval. 33 papers since 2023, 27 at top venues, mostly NeurIPS and CVPR. Applications close .
At a glance
- papers, 2023–2026
- 9/ year
- at T1 venues
- 82%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 2 papers2026 · T1 1 · collecting
- 5 papers2025 · T1 5
- 14 papers2024 · T1 11
- 12 papers2023 · T1 10
T1 venuesOtherVenues: NeurIPS, CVPR, ECCV, TPAMI, ACL
Research focuspaper titles that use each topic's words
- Vision-language & multimodal10 papers
- Video understanding4 papers
- Knowledge, QA & retrieval0 papers
- multimedia analysis0 papers
- technologies institute0 papers
Paper list
From DBLP.
20262 papers
20255 papers
- NAACL (T1)Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward (opens in a new tab)
- CVPR (T1)Emphasizing Discriminative Features for Dataset Distillation in Complex Scenarios (opens in a new tab)
- AISTATS (T1)Learning Visual-Semantic Subspace Representations (opens in a new tab)
- ICLR (T1)MetaDesigner: Advancing Artistic Typography through AI-Driven, User-Centric, and Multilingual WordArt Synthesis (opens in a new tab)
- ICASSP (T1)UMETTS: A Unified Framework for Emotional Text-to-Speech Synthesis with Multimodal Prompts (opens in a new tab)
202414 papers
- NeurIPS (T1)Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning (opens in a new tab)
- NeurIPS (T1)Human-Aware Vision-and-Language Navigation: Bridging Simulation to Reality with Dynamic Human Interactions (opens in a new tab)
- WACVHyperbolic vs Euclidean Embeddings in Few-Shot Learning: Two Sides of the Same Coin (opens in a new tab)
- ICLR (T1)Language Model Beats Diffusion - Tokenizer is key to visual generation (opens in a new tab)
- ECCV (T1)Open-Vocabulary 3D Semantic Segmentation with Text-to-Image Diffusion Models (opens in a new tab)
- ICASSP (T1)PhISANet: Phonetically Informed Speech Animation Network (opens in a new tab)
- EMNLP (T1)SHIELD: LLM-Driven Schema Induction for Predictive Analytics in EV Battery Supply Chain Disruptions (opens in a new tab)
- MRAC@MMSZTU-CMU at MER2024: Improving Emotion-LLaMA with Conv-Attention for Multimodal Emotion Recognition (opens in a new tab)
- ECCV (T1)Text Motion Translator: A Bi-directional Model for Enhanced 3D Human Motion Generation from Open-Vocabulary Descriptions (opens in a new tab)
- FGThe Seven Faces of Stress: Understanding Facial Activity Patterns During Cognitive Stress (opens in a new tab)
- NeurIPS (T1)Towards Calibrated Robust Fine-Tuning of Vision-Language Models (opens in a new tab)
- ACL (T1)Transitive Consistency Constrained Learning for Entity-to-Entity Stance Detection (opens in a new tab)
202312 papers
- TPAMI (T1)A Comprehensive Survey of Scene Graphs: Generation and Application (opens in a new tab)
- ICCV (T1)Breaking The Limits of Text-conditioned 3D Motion Synthesis with Elaborative Descriptions (opens in a new tab)
- ICCV (T1)ChartReader: A Unified Framework for Chart Derendering and Comprehension without Heuristic Rules (opens in a new tab)
- EMNLP (T1)DocumentNet: Bridging the Data Gap in Document Pre-training (opens in a new tab)
- CVPR (T1)MAGVIT: Masked Generative Video Transformer (opens in a new tab)
- NeurIPS (T1)SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs (opens in a new tab)
- CVPR (T1)STMT: A Spatial-Temporal Mesh Transformer for MoCap-Based Action Recognition (opens in a new tab)
- TPAMI (T1)TN-ZSTAD: Transferable Network for Zero-Shot Temporal Activity Detection (opens in a new tab)
- Findings of ACLTowards Open-Domain Twitter User Profile Inference (opens in a new tab)
- Trans. Mach. Learn. Res.Training Vision-Language Transformers from Captions (opens in a new tab)
- TPAMI (T1)Video Pivoting Unsupervised Multi-Modal Machine Translation (opens in a new tab)
- ACL (T1)Zero-Shot and Few-Shot Stance Detection on Varied Topics via Conditional Generation (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to CMUFall 2027
CMU SCS Computer Science PhD
- Round
- Single round
- Opens
- GRE
- See program page
- English
- TOEFL / IELTS / Duolingo (F-1/J-1 non-native speakers)
- Fee
- USD 100 (USD 80 by early deadline)
Confirmed on the program page.
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- USUT Austin
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- GBImperial
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- USMIT
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Data
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- The alumni list could not be found on the lab site.
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