Fei Deng
14 papers · 2020–2024 · 7 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (7) π Cross-Pollinator (13) π Interdisciplinary Bridge π§ Keyword Pioneer π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(21)
π£
Hot Topic Early Bird
π
Grand Slam
π
Triple Crown
π€
Dynamic Duo
(10)
π₯
Unstoppable
(5)
π
Century Club
(14)
β‘
Prolific Year
(6)
Conferences
ICLR (4)
NIPS (3)
AAAI (2)
ICML (2)
CVPR (1)
ECCV (1)
JMLR (1)
Top co-authors
Keywords
model-based reinforcement learning
(2)
object-centric learning
(2)
world model
(2)
3d reconstruction
(2)
state space model
(2)
image generation
(1)
video understanding
(1)
temporal modeling
(1)
incremental learning
(1)
structure from motion
(1)
image segmentation
(1)
iterative refinement
(1)
depth estimation
(1)
temporal dependencies
(1)
generative model
(1)
probabilistic modeling
(1)
diffusion model
(1)
recurrent neural network
(1)
foundation model
(1)
reinforcement learning
(1)
Papers
Simple Hierarchical Planning with Diffusion
ICLR 2024
PlanDQ: Hierarchical Plan Orchestration via D-Conductor and Q-Performer
ICML 2024
Slot State Space Models
NIPS 2024
CF-NeRF: Camera Parameter Free Neural Radiance Fields with Incremental Learning
AAAI 2024
PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models
CVPR 2024
Parrot: Pareto-optimal Multi-Reward Reinforcement Learning Framework for Text-to-Image Generation
ECCV 2024
Object-Centric Slot Diffusion
NIPS 2023
Rethinking Disparity: A Depth Range Free Multi-View Stereo Based on Disparity
AAAI 2023
Facing Off World Model Backbones: RNNs, Transformers, and S4
NIPS 2023
DreamerPro: Reconstruction-Free Model-Based Reinforcement Learning with Prototypical Representations
ICML 2022
Illiterate DALL-E Learns to Compose
ICLR 2022
ROOTS: Object-Centric Representation and Rendering of 3D Scenes
JMLR 2021
Generative Scene Graph Networks
ICLR 2021
SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition
ICLR 2020