David A. Ross
12 papers · 2006–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (6) 🧭 Keyword Pioneer 🏃 Academic Marathon (19) 🌍 Conference Polyglot (7) 🌈 Renaissance Researcher (5)
🏃
Academic Marathon
(19)
🐝
Cross-Pollinator
(6)
🌈
Renaissance Researcher
(5)
🌟
Keyword Trendsetter Combo
(3)
🧬
Topic Evolution
💎
Century Club
(12)
🗃️
Keyword Collector
(70)
📈
Trend Setter
⚡
Prolific Year
(5)
Conferences
CVPR (4)
NIPS (3)
ACML (1)
ECCV (1)
EMNLP (1)
ICCV (1)
JMLR (1)
Top co-authors
Keywords
multimodal learning
(4)
visual question answering
(2)
image generation
(2)
image captioning
(2)
video understanding
(2)
action recognition
(2)
large language model
(2)
object detection
(1)
motion synthesis
(1)
multi-task learning
(1)
weakly supervised learning
(1)
hierarchical model
(1)
knowledge transfer
(1)
image compression
(1)
semantic representation
(1)
instance segmentation
(1)
text-to-image generation
(1)
classifier combination
(1)
video generation
(1)
semantic segmentation
(1)
Papers
Language-Guided Image Tokenization for Generation
CVPR 2025
SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs
NIPS 2023
DaTaSeg: Taming a Universal Multi-Dataset Multi-Task Segmentation Model
NIPS 2023
AVIS: Autonomous Visual Information Seeking with Large Language Model Agent
NIPS 2023
REVEAL: Retrieval-Augmented Visual-Language Pre-Training With Multi-Source Multimodal Knowledge Memory
CVPR 2023
IC3: Image Captioning by Committee Consensus
EMNLP 2023
AI Choreographer: Music Conditioned 3D Dance Generation With AIST++
ICCV 2021
Pillar-based Object Detection for Autonomous Driving
ECCV 2020
Rethinking the Faster R-CNN Architecture for Temporal Action Localization
CVPR 2018
AVA: A Video Dataset of Spatio-Temporally Localized Atomic Visual Actions
CVPR 2018
On Using Nearly-Independent Feature Families for High Precision and Confidence
ACML 2012
Learning Parts-Based Representations of Data
JMLR 2006