Bingbin Liu
12 papers · 2018–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (21) π§ Keyword Pioneer π Conference Polyglot (5)
π
Academic Marathon
(7)
π
Renaissance Researcher
(5)
π
Century Club
(12)
π₯
Unstoppable
(6)
π
Conference Pioneer
Conferences
NIPS (5)
ICLR (4)
AISTATS (1)
ECCV (1)
MLHC (1)
Top co-authors
Keywords
self-supervised learning
(2)
contrastive learning
(1)
variational inference
(1)
video prediction
(1)
attention mechanism
(1)
language modeling
(1)
point cloud
(1)
depth estimation
(1)
model analysis
(1)
neural network analysis
(1)
neural network optimization
(1)
neural network theory
(1)
tensor decomposition
(1)
time series
(1)
diffusion process
(1)
activity recognition
(1)
stochastic process
(1)
parameter identifiability
(1)
hidden markov model
(1)
latent variable model
(1)
Papers
Progressive distillation induces an implicit curriculum
ICLR 2025
Understanding Augmentation-based Self-Supervised Representation Learning via RKHS Approximation and Regression
ICLR 2024
Transformers are uninterpretable with myopic methods: a case study with bounded Dyck grammars
NIPS 2023
Transformers Learn Shortcuts to Automata
ICLR 2023
Exposing Attention Glitches with Flip-Flop Language Modeling
NIPS 2023
Analyzing and Improving the Optimization Landscape of Noise-Contrastive Estimation
ICLR 2022
Masked Prediction: A Parameter Identifiability View
NIPS 2022
Contrastive learning of strong-mixing continuous-time stochastic processes
AISTATS 2021
Generalized Boosting
NIPS 2020
3D Point Cloud-Based Visual Prediction of ICU Mobility Care Activities
MLHC 2018
Temporal Modular Networks for Retrieving Complex Compositional Activities in Videos
ECCV 2018
Learning to Decompose and Disentangle Representations for Video Prediction
NIPS 2018