Tao Ma
15 papers · 2019–2025 · 8 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (35) π£ Hot Topic Early Bird
π
Century Club Β· Bronze
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Keyword Collector
(75)
Top co-authors
Research topics
Computer Vision
(8)
Deep Learning
(7)
Machine Learning
(6)
Domain-Specific
(6)
Artificial Intelligence
(5)
Analysis
(5)
Core AI
(5)
Learning Types Β· Deep Learning
(4)
Speech & Audio
(3)
Core Methods
(3)
Learning Types Β· Machine Learning
(3)
Application Areas
(2)
Architectures
(2)
Recognition
(2)
Techniques
(2)
Keywords
autonomous driving
(6)
3d object detection
(4)
point cloud
(3)
attention mechanism
(2)
multimodal learning
(2)
large language model
(2)
feature learning
(1)
multi-task learning
(1)
zero-shot learning
(1)
object detection
(1)
sound source localization
(1)
data augmentation
(1)
speech recognition
(1)
commonsense knowledge
(1)
semi-supervised learning
(1)
scene understanding
(1)
language modeling
(1)
image generation
(1)
trajectory prediction
(1)
semantic segmentation
(1)
Papers
Group-SAE: Efficient Training of Sparse Autoencoders for Large Language Models via Layer Groups
EMNLP 2025
M3Net: Multimodal Multi-task Learning for 3D Detection, Segmentation, and Occupancy Prediction in Autonomous Driving
AAAI 2025
MoST-IG: Morphology-Guided Spatial Transcriptomics Integration via Visual-Genomic Graph Optimal Transport
MICCAI 2025
SOLVE: Synergy of Language-Vision and End-to-End Networks for Autonomous Driving
CVPR 2025
DiLu: A Knowledge-Driven Approach to Autonomous Driving with Large Language Models
ICLR 2024
When Visual Grounding Meets Gigapixel-level Large-scale Scenes: Benchmark and Approach
CVPR 2024
ZOPP: A Framework of Zero-shot Offboard Panoptic Perception for Autonomous Driving
NeurIPS 2024
DetZero: Rethinking Offboard 3D Object Detection with Long-term Sequential Point Clouds
ICCV 2023
LoGoNet: Towards Accurate 3D Object Detection With Local-to-Global Cross-Modal Fusion
CVPR 2023
RangePerception: Taming LiDAR Range View for Efficient and Accurate 3D Object Detection
NeurIPS 2023
ASAPP-ASR: Multistream CNN and Self-Attentive SRU for SOTA Speech Recognition
Interspeech 2020
Data-Efficient Semi-Supervised Learning by Reliable Edge Mining
CVPR 2020
Direct-Path Signal Cross-Correlation Estimation for Sound Source Localization in Reverberation
Interspeech 2019
PasteGAN: A Semi-Parametric Method to Generate Image from Scene Graph
NeurIPS 2019
Survey Talk: When Attention Meets Speech Applications: Speech & Speaker Recognition Perspective
Interspeech 2019