Ian Fischer
16 papers · 2017–2024 · 7 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (7)
🌈
Renaissance Researcher
(5)
🌍
Conference Polyglot
(7)
🏃
Academic Marathon
(7)
👑
Triple Crown
🌱
Topic Pioneer
🧬
Topic Evolution
💎
Century Club
(16)
🗃️
Keyword Collector
(59)
🔥
Unstoppable
(8)
🚀
Conference Pioneer
Conferences
NIPS (6)
ICLR (3)
ICML (3)
AISTATS (1)
CORL (1)
CVPR (1)
UAI (1)
Top co-authors
Keywords
representation learning
(6)
mutual information
(4)
information bottleneck
(2)
variational autoencoder
(2)
self-supervised learning
(2)
latent variable
(2)
variational inference
(2)
predictive information
(2)
latent variable model
(2)
contrastive learning
(2)
sample efficiency
(1)
object detection
(1)
reinforcement learning
(1)
model architecture
(1)
unsupervised learning
(1)
model-based reinforcement learning
(1)
feature extraction
(1)
continuous control
(1)
offline reinforcement learning
(1)
hierarchical reinforcement learning
(1)
Papers
A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts
ICML 2024
Sparsity-Inducing Categorical Prior Improves Robustness of the Information Bottleneck
AISTATS 2023
Weighted Ensemble Self-Supervised Learning
ICLR 2023
PI-QT-Opt: Predictive Information Improves Multi-Task Robotic Reinforcement Learning at Scale
CORL 2022
Deep Hierarchical Planning from Pixels
NIPS 2022
Multi-Game Decision Transformers
NIPS 2022
Compressive Visual Representations
NIPS 2021
Predictive Information Accelerates Learning in RL
NIPS 2020
An Unsupervised Information-Theoretic Perceptual Quality Metric
NIPS 2020
Phase Transitions for the Information Bottleneck in Representation Learning
ICLR 2020
Learnability for the Information Bottleneck
UAI 2019
Learning Latent Dynamics for Planning from Pixels
ICML 2019
GILBO: One Metric to Measure Them All
NIPS 2018
Generative Models of Visually Grounded Imagination
ICLR 2018
Fixing a Broken ELBO
ICML 2018
Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors
CVPR 2017