Shuang Ma
16 papers · 2017–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (6) π Conference Polyglot (8) π Academic Marathon (8) πΊοΈ Taxonomy Completionist (30)
πΊοΈ
Taxonomy Completionist
(30)
π§
Keyword Pioneer
π§¬
Topic Evolution
π₯
Mega-Team
(24)
π
Century Club
(16)
ποΈ
Keyword Collector
(62)
π₯
Unstoppable
(9)
β
The Questioner
π
Conference Pioneer
Conferences
ICLR (4)
NIPS (3)
CVPR (2)
ICCV (2)
NAACL (2)
CLEAR (1)
ICML (1)
INTERSPEECH (1)
Top co-authors
Keywords
contrastive learning
(2)
tool use
(2)
large language model
(2)
self-supervised learning
(2)
generative adversarial network
(2)
representation learning
(2)
benchmark evaluation
(1)
sample efficiency
(1)
image classification
(1)
causal discovery
(1)
style transfer
(1)
continuous control
(1)
attention mechanism
(1)
speech synthesis
(1)
domain adaptation
(1)
visual reinforcement learning
(1)
image translation
(1)
imitation learning
(1)
emotion recognition
(1)
multimodal learning
(1)
Papers
Step-by-Step Reasoning for Math Problems via Twisted Sequential Monte Carlo
ICLR 2025
MMAU: A Holistic Benchmark of Agent Capabilities Across Diverse Domains
NAACL 2025
ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities
NAACL 2025
Premier-TACO is a Few-Shot Policy Learner: Pretraining Multitask Representation via Temporal Action-Driven Contrastive Loss
ICML 2024
Is Imitation All You Need? Generalized Decision-Making with Dual-Phase Training
ICCV 2023
SMART: Self-supervised Multi-task pretrAining with contRol Transformers
ICLR 2023
$\texttt{TACO}$: Temporal Latent Action-Driven Contrastive Loss for Visual Reinforcement Learning
NIPS 2023
CausalCity: Complex Simulations with Agency for Causal Discovery and Reasoning
CLEAR 2022
Contrastive Learning of Global and Local Video Representations
NIPS 2021
Active Contrastive Learning of Audio-Visual Video Representations
ICLR 2021
Multi-Reference Neural TTS Stylization with Adversarial Cycle Consistency
INTERSPEECH 2020
Neural TTS Stylization with Adversarial and Collaborative Games
ICLR 2019
Unpaired Image-to-Speech Synthesis With Multimodal Information Bottleneck
ICCV 2019
Characterizing Bias in Classifiers using Generative Models
NIPS 2019
DA-GAN: Instance-Level Image Translation by Deep Attention Generative Adversarial Networks
CVPR 2018
A-Lamp: Adaptive Layout-Aware Multi-Patch Deep Convolutional Neural Network for Photo Aesthetic Assessment
CVPR 2017