Fei Deng
14 papers · 2020–2024 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (28) π€ Dynamic Duo (10)
π
Grand Slam
π€
Dynamic Duo
(10)
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(66)
π₯
Unstoppable Β· Bronze
Top co-authors
Research topics
Deep Learning
(10)
Artificial Intelligence
(7)
Machine Learning
(7)
Core AI
(7)
Models
(7)
Reinforcement Learning
(4)
Methods
(4)
Computer Vision
(3)
Architectures
(3)
Learning Types Β· Machine Learning
(3)
Learning Types Β· Deep Learning
(3)
Analysis
(2)
Core Methods
(2)
Generation
(2)
Optimization & Theory
(2)
Keywords
generative model
(3)
model-based reinforcement learning
(2)
slot attention
(2)
world model
(2)
3d reconstruction
(2)
diffusion model
(2)
state space model
(2)
object-centric learning
(2)
unsupervised learning
(2)
offline reinforcement learning
(1)
depth estimation
(1)
hierarchical planning
(1)
structure from motion
(1)
incremental learning
(1)
image segmentation
(1)
sequence modeling
(1)
scene understanding
(1)
probabilistic modeling
(1)
iterative refinement
(1)
out-of-distribution generalization
(1)
Papers
CF-NeRF: Camera Parameter Free Neural Radiance Fields with Incremental Learning
AAAI 2024
Parrot: Pareto-optimal Multi-Reward Reinforcement Learning Framework for Text-to-Image Generation
ECCV 2024
PlanDQ: Hierarchical Plan Orchestration via D-Conductor and Q-Performer
ICML 2024
PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models
CVPR 2024
Simple Hierarchical Planning with Diffusion
ICLR 2024
Slot State Space Models
NeurIPS 2024
Facing Off World Model Backbones: RNNs, Transformers, and S4
NeurIPS 2023
Object-Centric Slot Diffusion
NeurIPS 2023
Rethinking Disparity: A Depth Range Free Multi-View Stereo Based on Disparity
AAAI 2023
DreamerPro: Reconstruction-Free Model-Based Reinforcement Learning with Prototypical Representations
ICML 2022
Illiterate DALL-E Learns to Compose
ICLR 2022
Generative Scene Graph Networks
ICLR 2021
ROOTS: Object-Centric Representation and Rendering of 3D Scenes
JMLR 2021
SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition
ICLR 2020