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TCN
Sequence modeling benchmarks and temporal convolutional networksconvmixer
Implementation of ConvMixer for "Patches Are All You Need? ๐คท"mpc.pytorch
A fast and differentiable model predictive control (MPC) solver for PyTorch.deq
[NeurIPS'19] Deep Equilibrium Modelsqpth
A fast and differentiable QP solver for PyTorch.wanda
A simple and effective LLM pruning approach.optnet
OptNet: Differentiable Optimization as a Layer in Neural Networkstrellisnet
[ICLR'19] Trellis Networks for Sequence Modelingfast_adversarial
[ICLR 2020] A repository for extremely fast adversarial training using FGSMSATNet
Bridging deep learning and logical reasoning using a differentiable satisfiability solver.convex_adversarial
A method for training neural networks that are provably robust to adversarial attacks.smoothing
Provable adversarial robustness at ImageNet scalepytorch_fft
PyTorch wrapper for FFTslcp-physics
A differentiable LCP physics engine in PyTorch.icnn
Input Convex Neural Networksdifferentiable-mpc
mdeq
[NeurIPS'20] Multiscale Deep Equilibrium Modelse2e-model-learning
Task-based end-to-end model learning in stochastic optimizationect
Consistency Models Made Easydeq-flow
[CVPR 2022] Deep Equilibrium Optical Flow Estimationrobust_overfitting
DC3
DC3: A Learning Method for Optimization with Hard Constraintscfd-gcn
massive-activations
Code accompanying the paper "Massive Activations in Large Language Models"tofu
Landing Page for TOFUFLYP
Code for Finetune like you pretrain: Improved finetuning of zero-shot vision modelsprojected_sinkhorn
torchdeq
Modern Fixed Point Systems using Pytorchperturbation_learning
Learning perturbation sets for robust machine learningscaling_laws_data_filtering
lml
The Limited Multi-Label Projection Layerdeq-ddim
chatllm-vscode
edge-of-stability
robust-nn-control
Enforcing robust control guarantees within neural network policiesmonotone_op_net
Monotone operator equilibrium networksconvmixer-cifar10
Simple CIFAR-10 classification with ConvMixernewton_admm
A Newton ADMM based solver for Cone programming.tta_conjugate
Test-Time Adaptation via Conjugate Pseudo-LabelsT-MARS
Code for T-MARS data filteringstable_dynamics
Companion code to "Learning Stable Deep Dynamics Models" (Manek and Kolter, 2019)ImpSq
Implicit^2: Implicit model for implicit neural representationsrobust_union
[ICML'20] Multi Steepest Descent (MSD) for robustness against the union of multiple perturbation models.breaking-poisoned-classifier
Code for paper "Poisoned classifiers are not only backdoored, they are fundamentally broken"diffusion-model-hallucination
acr-memorization
gradient_regularized_gan
Code for "Gradient descent GAN optimization is locally stable"get
Generative Equilibrium Transformersmoothinv
Single Image Backdoor Inversion via Robust Smoothed Classifiersintermediate_robustness
mixing
The Mixing method: coordinate descent for low-rank semidefinite programmingdreaml
dreaml: dynamic reactive machine learningase
Analogous Safe-state Exploration (ASE) is an algorithm for provably safe and optimal exploration in MDPs with unknown, stochastic dynamics.sdp_clustering
JIIO-DEQ
Efficient joint input optimization and inference with DEQuniform-convergence-NeurIPS19
The code for the NeurIPS19 paper and blog on "Uniform convergence may be unable to explain generalization in deep learning".sdp_mrf
mixsat
Low-rank semidefinite programming for the MAX2SAT problemMonotoneDBM
lipschitz_mondeq
mugrade
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