47 results found Sort:

jindongwang
transferlearning jindongwang
3.8k
13.0k
mit
341
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
paper papers survey theory few-shot deep-learning meta-learning tutorial-code generalization style-transfer domain-adaption machine-learning transferlearning domain-adaptation few-shot-learning transfer-learning domain-generalization unsupervised-learning representation-learning self-supervised-learning
Created 2017-04-30
1,152 commits to master branch, last one 9 days ago
SinclairCoder
Instruction-Tuning-Papers SinclairCoder
22
735
unknown
16
Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).
instruction generalization prompt-learning multi-task-learning instruction-following large-language-models cross-task-generalization natural-language-generation natural-language-processing natural-language-understanding
Created 2022-11-24
29 commits to main branch, last one 10 months ago
adapt-python
adapt adapt-python
41
284
bsd-2-clause
5
Awesome Domain Adaptation Python Toolbox
dann python tensorflow scikit-learn deep-learning generalization machine-learning domain-adaptation feature-selection few-shot-learning transfer-learning zero-shot-learning importance-sampling adversarial-learning adversarial-networks regularization-parameters
Created 2020-06-25
572 commits to master branch, last one 4 months ago
twni2016
pomdp-baselines twni2016
37
278
mit
5
Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022
sac td3 pomdp meta-rl pytorch robust-rl discrete-sac generalization credit-assignment recurrent-neural-networks deep-reinforcement-learning
Created 2021-10-09
97 commits to main branch, last one 8 months ago
QingyongHu
SpinNet QingyongHu
35
253
mit
14
[CVPR 2021] SpinNet: Learning a General Surface Descriptor for 3D Point Cloud Registration
kitti 3dmatch descriptor pointcloud large-scale registration generalization pytorch-implementation
Created 2020-11-18
21 commits to main branch, last one 2 years ago
modestyachts
ImageNetV2 modestyachts
21
225
mit
9
A new test set for ImageNet
dataset imagenet robustness overfitting generalization
Created 2019-02-12
9 commits to master branch, last one about a year ago
huangwl18
modular-rl huangwl18
33
208
other
11
[ICML 2020] PyTorch Code for "One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control"
locomotion modularity deep-learning generalization message-passing modular-control decentralized-control graph-neural-networks emergent-communication reinforcement-learning
Created 2020-07-09
10 commits to master branch, last one 2 years ago
rr-learning
CausalWorld rr-learning
25
202
mit
20
CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning
robotics sim2real causality generalization transfer-learning reinforcement-learning
Created 2020-06-27
34 commits to master branch, last one about a year ago
ShengcaiLiao
QAConv ShengcaiLiao
31
196
mit
5
[ECCV 2020] QAConv: Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting, and [CVPR 2022] GS: Graph Sampling Based Deep Metric Learning
reid re-id person-reid person-search correspondence generalization image-matching metric-learning temporal-models generalizability interpretability person-retrieval re-identification person-recognition adaptive-convolution deep-metric-learning domain-generalization person-reidentification person-re-identification interpretable-deep-learning
Created 2019-07-08
53 commits to master branch, last one about a year ago
masala
masala-parser masala
11
139
lgpl-2.1
4
Javascript Generalized Parser Combinators
monad parsec generalization parser-combinator functional-programming
Created 2016-05-20
617 commits to master branch, last one 3 years ago
decisionforce
pgdrive decisionforce
17
126
apache-2.0
8
PGDrive: an open-ended driving simulator with infinite scenes from procedural generation
panda3d simulator simulation multi-agent deep-learning generalization computer-vision machine-learning autonomous-driving imitation-learning procedural-generation reinforcement-learning
Created 2020-11-21
405 commits to main branch, last one 2 years ago
liangchen527
SLADD liangchen527
16
126
apache-2.0
6
Official code for Self-supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection (CVPR 2022 oral)
generalization deepfake-detection adversarial-training self-supervised-learning
Created 2022-03-06
4 commits to main branch, last one 2 years ago
LayneH
self-adaptive-training LayneH
23
125
mit
4
[TPAMI2022 & NeurIPS2020] Official implementation of Self-Adaptive Training
label-noise overfitting generalization computer-vision machine-learning adversarial-robustness
Created 2020-02-22
10 commits to master branch, last one 2 years ago
automl
CARL automl
10
124
apache-2.0
11
Benchmarking RL generalization in an interpretable way.
generalization reinforcement-learning
Created 2021-06-14
2,162 commits to main branch, last one 3 months ago
rehg-lab
3DShapeGen rehg-lab
19
119
mit
6
Code for 3D Reconstruction of Novel Object Shapes from Single Images paper
generalization shape-from-image 3d-reconstruction
Created 2020-05-13
101 commits to master branch, last one 2 years ago
CHAOZHAO-1
DG-PHM CHAOZHAO-1
17
117
unknown
3
This is a reposotory that includes paper、code and datasets about domain generalization-based fault diagnosis and prognosis. (基于领域泛化的故障诊断和预测，持续更新)
phm fault domain dataset transfer benchmark diagnosis prognosis generalization
Created 2023-02-03
243 commits to main branch, last one 11 days ago
Wuyxin
DIR-GNN Wuyxin
14
113
mit
5
Official code of "Discovering Invariant Rationales for Graph Neural Networks" (ICLR 2022)
pytorch iclr2022 causality generalization causal-discovery interpretability invariant-learning graph-neural-networks
Created 2022-01-29
50 commits to main branch, last one 10 months ago
weitianxin
awesome-distribution-shift weitianxin
6
100
unknown
2
A curated list of papers and resources about the distribution shift in machine learning.
graph fairness robustness deep-learning generalization neural-network machine-learning domain-adaptation distribution-shift domain-generalization artificial-intelligence
Created 2022-12-19
58 commits to main branch, last one 10 months ago
dido1998
Recurrent-Independent-Mechanisms dido1998
26
97
other
6
Implementation of the paper Recurrent Independent Mechanisms (https://arxiv.org/pdf/1909.10893.pdf)
rim grus lstms pytorch attention deep-learning generalization recurrent-networks
Created 2020-02-01
120 commits to master branch, last one 3 years ago
FranxYao
Distributional-Generalization-in-Natural-Language-Processing FranxYao
3
86
unknown
9
Distributional Generalization in NLP. A roadmap.
semantics generalization learning-theory compositionality semantic-parsing compositional-generalization
Created 2021-03-19
56 commits to main branch, last one about a year ago
gustaveroussy
sopa gustaveroussy
7
78
bsd-3-clause
6
Technology-invariant pipeline for spatial omics analysis (Xenium / MERSCOPE / CosMx / PhenoCycler / MACSima / Hyperion) that scales to millions of cells
pipeline snakemake spatialdata spatial-omics generalization memory-management multiplexed-imaging spatial-transcriptomics
Created 2023-09-04
753 commits to master branch, last one 6 days ago
harsh306
awesome-nn-optimization harsh306
9
72
cc-by-4.0
3
Awesome list for Neural Network Optimization methods.
awesome bifurcation awesome-list continuation local-minima loss-surface optimization deep-learning generalization neural-network dynamical-systems convex-optimization curriculum-learning convergence-analysis non-convex-optimization
Created 2019-08-04
89 commits to master branch, last one 2 months ago
RobertCsordas
transformer_generalization RobertCsordas
13
66
mit
1
The official repository for our paper "The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers". We significantly improve the systematic generalization of transform...
paper pytorch transformers deep-learning generalization machine-learning systematic-generalization
Created 2021-08-25
4 commits to master branch, last one 2 years ago
addtt
object-centric-library addtt
4
66
mit
3
Library for the training and evaluation of object-centric models (ICML 2022)
objects generalization object-centric distribution-shift ood-generalization unsupervised-learning representation-learning structured-representations
Created 2022-05-27
12 commits to main branch, last one about a year ago
seawee1
driver-dojo seawee1
7
62
other
2
A benchmark towards generalizable reinforcement learning for autonomous driving.
rl gym pcg adas sumo opendrive simulation generalization carla-simulator gym-environment autonomous-driving reinforcement-learning reinforcement-learning-environments
Created 2022-06-09
135 commits to main branch, last one 7 months ago
sayakpaul
Sharpness-Aware-Minimization-TensorFlow sayakpaul
12
60
unknown
3
Implements sharpness-aware minimization (https://arxiv.org/abs/2010.01412) in TensorFlow 2.
tensorflow generalization loss-landscape computer-vision tpu-acceleration deep-neural-networks
Created 2021-02-25
22 commits to main branch, last one 2 years ago
nishiwen1214
DropAttack nishiwen1214
11
59
mit
1
Code of paper: "DropAttack: A Masked Weight Adversarial Training Method to Improve Generalization of Neural Networks"
pytorch dropattack generalization text-classification adversarial-learning pytorch-implementation
Created 2021-08-29
62 commits to main branch, last one 2 years ago
kristijanbartol
general-3d-humans kristijanbartol
2
54
mit
5
[CVPR 2022 Oral] Generalizable Human Pose Triangulation
cvpr2022 human36m cmu-panoptic 3d-human-pose deep-learning generalization stochastic-learning human-pose-estimation feedforward-neural-network
Created 2021-06-28
114 commits to main branch, last one about a year ago
varungohil
Generalizing-Lottery-Tickets varungohil
9
50
mit
5
This repository contains code to replicate the experiments given in NeurIPS 2019 paper "One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers"
pruning neurips-2019 generalization lottery-ticket-hypothesis reproducibility-challenge neural-network-compression
Created 2019-11-30
62 commits to master branch, last one 3 years ago
ExplainableML
WaffleCLIP ExplainableML
4
48
mit
3
Official repository for the ICCV 2023 paper: "Waffling around for Performance: Visual Classification with Random Words and Broad Concepts"
llm clip generalization vision-language
Created 2023-03-12
10 commits to master branch, last one 10 months ago