conftrace_

fixed point

30 papers

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Co-occurring keywords

neural network (6616) deep equilibrium model (30) recurrent neural network (1790) dynamical system (398) diffusion model (3751) fixed point iteration (14) deep equilibrium (6) graphical model (864) belief propagation (177) probabilistic inference (312)

Papers

The Fixed-Point of Distrust: A Formal Theory of Perceived Systemic Incompetence AAAI 2026
FiRe: Fixed-points of Restoration Priors for Solving Inverse Problems CVPR 2025
Exploring Fixed Point in Image Editing: Theoretical Support and Convergence Optimization NIPS 2024
Lyapunov-Stable Deep Equilibrium Models AAAI 2024
Deep Equilibrium Diffusion Restoration with Parallel Sampling CVPR 2024
Fixed Point Diffusion Models CVPR 2024
Separation and Bias of Deep Equilibrium Models on Expressivity and Learning Dynamics NIPS 2024
Quantum Deep Equilibrium Models NIPS 2024
Incentivizing honest performative predictions with proper scoring rules UAI 2023
Delay-agnostic Asynchronous Coordinate Update Algorithm ICML 2023
Bifurcations and loss jumps in RNN training NIPS 2023
Uniqueness of BP fixed point for the Potts model and applications to community detection COLT 2023
Deep Equilibrium Based Neural Operators for Steady-State PDEs NIPS 2023
Untangled: A Complete Dynamic Topological Logic AAAI 2023
Object Representations as Fixed Points: Training Iterative Refinement Algorithms with Implicit Differentiation NIPS 2022
State Dependent Performative Prediction with Stochastic Approximation AISTATS 2022
Deep Equilibrium Approaches to Diffusion Models NIPS 2022
Automatic differentiation of nonsmooth iterative algorithms NIPS 2022
A Closer Look at the Adversarial Robustness of Deep Equilibrium Models NIPS 2022
Finding Nontrivial Minimum Fixed Points in Discrete Dynamical Systems: Complexity, Special Case Algorithms and Heuristics AAAI 2022
Reverse engineering recurrent neural networks with Jacobian switching linear dynamical systems NIPS 2021
Monotone operator equilibrium networks NIPS 2020
Convergence of Opinion Diffusion is PSPACE-Complete AAAI 2020
Fast and Deep Graph Neural Networks AAAI 2020
Belief Propagation: Accurate Marginals or Accurate Partition Function – Where is the Difference? UAI 2019