56 results found Sort:

jindongwang
transferlearning jindongwang
3.8k
13.5k
mit
339
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
1,171 commits to master branch, last one 20 days ago
SinclairCoder
Instruction-Tuning-Papers SinclairCoder
24
756
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 about a year ago
adapt-python
adapt adapt-python
44
312
bsd-2-clause
6
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
581 commits to master branch, last one 19 days ago
twni2016
pomdp-baselines twni2016
40
307
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 about a year ago
QingyongHu
SpinNet QingyongHu
34
268
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 3 years ago
modestyachts
ImageNetV2 modestyachts
27
242
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
34
221
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 3 years ago
EnnengYang
Awesome-Model-Merging-Methods-Theories-Applications EnnengYang
10
218
unknown
4
Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.
llms robustness model-fusion meta-learning model-merging attack-defense generalization diffusion-models generative-model knowledge-fusion ensemble-learning few-shot-learning foundation-models transfer-learning continual-learning federated-learning zero-shot-learning multi-task-learning large-language-models multi-domain-learning
Created 2024-06-19
109 commits to main branch, last one 6 days ago
rr-learning
CausalWorld rr-learning
25
209
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 2 years ago
zorazrw
agent-workflow-memory zorazrw
16
208
apache-2.0
3
AWM: Agent Workflow Memory
agent generalization web-navigation
Created 2024-08-28
19 commits to main branch, last one about a month ago
ShengcaiLiao
QAConv ShengcaiLiao
31
203
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
CHAOZHAO-1
DG-PHM CHAOZHAO-1
27
191
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
261 commits to main branch, last one 24 hours ago
masala
masala-parser masala
11
145
lgpl-2.1
4
Javascript Generalized Parser Combinators
monad parsec generalization parser-combinator functional-programming
Created 2016-05-20
618 commits to master branch, last one 5 months ago
gustaveroussy
sopa gustaveroussy
16
141
bsd-3-clause
7
Technology-invariant pipeline for spatial omics analysis that scales to millions of cells (Xenium / Visium HD / MERSCOPE / CosMx / PhenoCycler / MACSima / etc)
pipeline snakemake spatialdata spatial-omics generalization memory-management multiplexed-imaging spatial-transcriptomics
Created 2023-09-04
876 commits to master branch, last one about a month ago
liangchen527
SLADD liangchen527
16
132
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
automl
CARL automl
11
132
apache-2.0
12
Benchmarking RL generalization in an interpretable way.
generalization reinforcement-learning
Created 2021-06-14
2,162 commits to main branch, last one 9 months ago
LayneH
self-adaptive-training LayneH
23
127
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 3 years ago
decisionforce
pgdrive decisionforce
16
127
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 3 years ago
rehg-lab
3DShapeGen rehg-lab
19
124
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
Wuyxin
DIR-GNN Wuyxin
16
120
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 about a year ago
HighwayWu
DeepFakeDefenders HighwayWu
12
118
other
4
A prize winning solution for Multimedia Deepfake Detection competition.
generalization deepfake-detection
Created 2024-09-04
27 commits to main branch, last one 2 months ago
weitianxin
awesome-distribution-shift weitianxin
8
104
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 about a year ago
dido1998
Recurrent-Independent-Mechanisms dido1998
27
99
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 4 years ago
FranxYao
Distributional-Generalization-in-Natural-Language-Processing FranxYao
3
87
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
harsh306
awesome-nn-optimization harsh306
10
76
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 8 months ago
seawee1
driver-dojo seawee1
8
68
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 about a year 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 3 years ago
addtt
object-centric-library addtt
4
65
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
kristijanbartol
general-3d-humans kristijanbartol
2
61
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
sayakpaul
Sharpness-Aware-Minimization-TensorFlow sayakpaul
12
61
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 3 years ago