| Principles and Practice of Deep Representation Learning or A Mathematical Theory of Memory added by Syntology |
2026-06 (from id) |
NeuralCarver/Michelangelo/michelangelo/models/modules/embedder.py 9e9ecb49050c7050 |
ran
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GPL-3.0 (copyleft) · pointer only |
| METRO: Towards Strategy Induction from Expert Dialogue Transcripts for Non-collaborative Dialogues added by Syntology |
2026-04 (from id) |
Humphrey-0125/METRO/src/runtime/metro_p4g.py 7f69632779ebb908 |
unverified |
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| Flux4D: Flow-based Unsupervised 4D Reconstruction added by Syntology |
2025-12 (from id) |
ziyc/drivestudio/models/modules.py 8d68829e9ebe344d |
ran · our draft was wrong
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MIT (permissive) |
| arXiv:2506.15201 |
2025-06 (from id) |
JiayinXu5499/PSIC/models/fourier_cond.py 7ce3bda4d82a28fc |
unverified |
MIT (permissive) |
| RoGSplat: Learning Robust Generalizable Human Gaussian Splatting from Sparse Multi-View Images |
18 Mar 2025 |
isee-laboratory/rogsplat/lib/modules/gs_regresser.py 23a994dc4b638c73 |
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| SADG: Segment Any Dynamic Gaussian Without Object Trackers |
28 Nov 2024 |
yunjinli/SADG-SegmentAnyDynamicGaussian/gui_standalone.py 8d68829e9ebe344d |
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MIT (permissive) |
| LuSh-NeRF: Lighting up and Sharpening NeRFs for Low-light Scenes |
11 Nov 2024 |
quzefan/LuSh-NeRF/utils/run_lushnerf_helpers.py c99caa4af7646b2e |
unverified |
MIT (permissive) |
| From Transparent to Opaque: Rethinking Neural Implicit Surfaces with $α$-NeuS |
8 Nov 2024 |
728388808/alpha-NeuS/models/embedder.py bb0e12df9c0d2a05 |
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| X-Drive: Cross-modality consistent multi-sensor data synthesis for driving scenarios |
2 Nov 2024 |
yichen928/x-drive/xdrive/networks/embedder.py c397792740fe1474 |
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Apache-2.0 (permissive) |
| SplatFields: Neural Gaussian Splats for Sparse 3D and 4D Reconstruction |
17 Sep 2024 |
markomih/splatfields/scene/deform_model.py 8d68829e9ebe344d |
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| PROSE-FD: A Multimodal PDE Foundation Model for Learning Multiple Operators for Forecasting Fluid Dynamics |
15 Sep 2024 |
felix-lyx/prose/prose_fd/models/embedder.py 8d4035096151a3c2 |
unverified |
MIT (permissive) |
| RS-NeRF: Neural Radiance Fields from Rolling Shutter Images |
14 Jul 2024 |
myniuuu/rs-nerf/nerf.py f33c022650827208 |
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| Physics-Informed Learning of Characteristic Trajectories for Smoke Reconstruction |
12 Jul 2024 |
19reborn/pict_smoke/src/network/neus_field.py d576186e57eab103 |
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| Learning High-Frequency Functions Made Easy with Sinusoidal Positional Encoding |
12 Jul 2024 |
zhyuan11/SPE/codes/3d_NeRF/run_nerf_helpers.py a0a5281ac4dfe52d |
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MIT (permissive) |
| CORE4D: A 4D Human-Object-Human Interaction Dataset for Collaborative Object REarrangement |
27 Jun 2024 |
leolyliu/core4d-instructions/benchmarks/interaction_synthesis/FID_score/layers.py d402177f304ff725 |
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| GenS: Generalizable Neural Surface Reconstruction from Multi-View Images |
4 Jun 2024 |
prstrive/gens/models/modules/embedder.py bb0e12df9c0d2a05 |
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MIT (permissive) |
| CraftsMan3D: High-fidelity Mesh Generation with 3D Native Generation and Interactive Geometry Refiner |
23 May 2024 |
wyysf-98/craftsman/craftsman/models/autoencoders/dora_autoencoder.py 9e2fda9b596dfbd6 |
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| EMOPortraits: Emotion-enhanced Multimodal One-shot Head Avatars |
29 Apr 2024 |
neeek2303/EMOPortraits/networks/volumetric_avatar/volume_renderer.py a9f157f50bfdc4d5 |
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Apache-2.0 (permissive) |
| GoMAvatar: Efficient Animatable Human Modeling from Monocular Video Using Gaussians-on-Mesh |
11 Apr 2024 |
wenj/GoMAvatar/models/modules/shadow_module.py 40caf9fbfe050a14 |
unverified |
MIT (permissive) |
| GoMAvatar: Efficient Animatable Human Modeling from Monocular Video Using Gaussians-on-Mesh |
11 Apr 2024 |
wenj/GoMAvatar/models/modules/non_rigid_module.py e089d241723dc60b |
unverified |
MIT (permissive) |
| QuasiSim: Parameterized Quasi-Physical Simulators for Dexterous Manipulations Transfer |
11 Apr 2024 |
meowuu7/quasisim/models/embedder.py bb0e12df9c0d2a05 |
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MIT (permissive) |
| SC4D: Sparse-Controlled Video-to-4D Generation and Motion Transfer |
4 Apr 2024 |
jarrentwu1031/sc4d/pos_enc.py 0582b921f88193d0 |
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Apache-2.0 (permissive) |
| CoherentGS: Sparse Novel View Synthesis with Coherent 3D Gaussians |
28 Mar 2024 |
avinashpaliwal/coherentgs/scene/gaussian_model.py 259d976779732657 |
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| EscherNet: A Generative Model for Scalable View Synthesis |
6 Feb 2024 |
kxhit/EscherNet/3drecon/renderer/neus_networks.py bb0e12df9c0d2a05 |
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| ZeroShape: Regression-based Zero-shot Shape Reconstruction |
21 Dec 2023 |
zxhuang1698/ZeroShape/utils/layers.py 61d91f6e5c3a39c4 |
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| 3DGS-Avatar: Animatable Avatars via Deformable 3D Gaussian Splatting |
14 Dec 2023 |
mikeqzy/3dgs-avatar-release/models/network_utils.py 6bca1a7c94b6293f |
unverified |
MIT (permissive) |
| ASH: Animatable Gaussian Splats for Efficient and Photoreal Human Rendering |
10 Dec 2023 |
kv2000/ASH/scene/unet_2.py bb0e12df9c0d2a05 |
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| DreamComposer: Controllable 3D Object Generation via Multi-View Conditions |
6 Dec 2023 |
yhyang-myron/DreamComposer/renderer/neus_networks.py bb0e12df9c0d2a05 |
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MIT (permissive) |
| HHAvatar: Gaussian Head Avatar with Dynamic Hairs |
5 Dec 2023 |
yuelangx/gaussian-head-avatar/lib/network/PositionalEmbedding.py 8e40e80056b874fa |
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| GauHuman: Articulated Gaussian Splatting from Monocular Human Videos |
5 Dec 2023 |
skhu101/gauhuman/nets/mlp_delta_weight_lbs.py 23a994dc4b638c73 |
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| GaussianAvatar: Towards Realistic Human Avatar Modeling from a Single Video via Animatable 3D Gaussians |
4 Dec 2023 |
aipixel/gaussianavatar/model/modules.py 94d79c473e827470 |
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MIT (permissive) |
| GeoDream: Disentangling 2D and Geometric Priors for High-Fidelity and Consistent 3D Generation |
29 Nov 2023 |
baaivision/GeoDream/mv-diffusion/One-2-3-45-by-view/reconstruction/models/embedder.py 34fec16707b58a8d |
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Apache-2.0 (permissive) |
| Spiking NeRF: Representing the Real-World Geometry by a Discontinuous Representation |
15 Nov 2023 |
liaozhanfeng/spiking-nerf/run_nerf_helpers_snn.py d26ffa77f1cd53a6 |
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| SIRe-IR: Inverse Rendering for BRDF Reconstruction with Shadow and Illumination Removal in High-Illuminance Scenes |
19 Oct 2023 |
ingra14m/sire-ir/model/embedder.py bb0e12df9c0d2a05 |
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MIT (permissive) |
| Robust Zero Level-Set Extraction from Unsigned Distance Fields Based on Double Covering |
5 Oct 2023 |
jjjkkyz/dcudf/models/embedder.py bb0e12df9c0d2a05 |
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MIT (permissive) |
| MagicDrive: Street View Generation with Diverse 3D Geometry Control |
4 Oct 2023 |
cure-lab/magicdrive/magicdrive/networks/embedder.py c397792740fe1474 |
unverified |
Apache-2.0 (permissive) |
| ExBluRF: Efficient Radiance Fields for Extreme Motion Blurred Images |
16 Sep 2023 |
taekkii/exblurf/run_nerf_helpers.py c99caa4af7646b2e |
unverified |
MIT (permissive) |
| InterDiff: Generating 3D Human-Object Interactions with Physics-Informed Diffusion |
31 Aug 2023 |
Sirui-Xu/InterDiff/interdiff/model/layers.py d402177f304ff725 |
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MIT (permissive) |
| Learning a More Continuous Zero Level Set in Unsigned Distance Fields through Level Set Projection |
22 Aug 2023 |
junshengzhou/LevelSetUDF/models/fields.py bb0e12df9c0d2a05 |
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MIT (permissive) |
| Coordinate Quantized Neural Implicit Representations for Multi-view Reconstruction |
21 Aug 2023 |
machineperceptionlab/cq-nir/neus_cq/models/embedder.py bb0e12df9c0d2a05 |
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| TeCH: Text-guided Reconstruction of Lifelike Clothed Humans |
16 Aug 2023 |
huangyangyi/tech/core/lib/network_utils.py d5b158881d454655 |
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MIT (permissive) |
| arXiv:2308.08231 |
2023-08 (from id) |
ZhangCYG/DDFHO/models/dec_ddf.py 7a7f7f4a1e7d7964 |
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| ObjectSDF++: Improved Object-Compositional Neural Implicit Surfaces |
15 Aug 2023 |
qianyiwu/objectsdf_plus/code/model/embedder.py bb0e12df9c0d2a05 |
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MIT (permissive) |
| Strivec: Sparse Tri-Vector Radiance Fields |
25 Jul 2023 |
Zerg-Overmind/Strivec/mvs/models.py 395753186d53029e |
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| NeRO: Neural Geometry and BRDF Reconstruction of Reflective Objects from Multiview Images |
27 May 2023 |
liuyuan-pal/nero/network/field.py bb0e12df9c0d2a05 |
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MIT (permissive) |
| REC-MV: REconstructing 3D Dynamic Cloth from Monocular Videos |
23 May 2023 |
GAP-LAB-CUHK-SZ/REC-MV/model/Embedder.py f59e06c397ed1a89 |
unverified |
MIT (permissive) |
| PET-NeuS: Positional Encoding Tri-Planes for Neural Surfaces |
9 May 2023 |
yiqun-wang/pet-neus/models/triplane_pet.py 52efa53cca57e3e6 |
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| Hybrid Neural Rendering for Large-Scale Scenes with Motion Blur |
25 Apr 2023 |
CVMI-Lab/HybridNeuralRendering/models/mvs/models.py 395753186d53029e |
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Apache-2.0 (permissive) |
| Looking Through the Glass: Neural Surface Reconstruction Against High Specular Reflections |
18 Apr 2023 |
jiaxiongq/neus-hsr/models/embedder.py bb0e12df9c0d2a05 |
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MIT (permissive) |
| VDN-NeRF: Resolving Shape-Radiance Ambiguity via View-Dependence Normalization |
31 Mar 2023 |
BoifZ/VDN-NeRF/dpt_models/embedder.py bb0e12df9c0d2a05 |
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MIT (permissive) |
| NeuFace: Realistic 3D Neural Face Rendering from Multi-view Images |
24 Mar 2023 |
aejion/neuface/render_model/embedder.py 40caf9fbfe050a14 |
unverified |
MIT (permissive) |
| NeAT: Learning Neural Implicit Surfaces with Arbitrary Topologies from Multi-view Images |
21 Mar 2023 |
xmeng525/NeAT/models/embedder.py bb0e12df9c0d2a05 |
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MIT (permissive) |
| Multi-Realism Image Compression with a Conditional Generator |
28 Dec 2022 |
Nikolai10/MRIC/src/fourier_cond.py bdc9f14656da42b6 |
unverified |
Apache-2.0 (permissive) |
| NeRF-Art: Text-Driven Neural Radiance Fields Stylization |
15 Dec 2022 |
cassiePython/NeRF-Art/models/base.py 8fa39b1ba521d6b5 |
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MIT (permissive) |
| BAD-NeRF: Bundle Adjusted Deblur Neural Radiance Fields |
23 Nov 2022 |
WU-CVGL/BAD-NeRF/nerf.py f33c022650827208 |
ran
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MIT (permissive) |
| DP-NeRF: Deblurred Neural Radiance Field with Physical Scene Priors |
22 Nov 2022 |
dogyoonlee/dp-nerf/utils/run_dpnerf_helpers.py c99caa4af7646b2e |
unverified |
MIT (permissive) |
| Multi-Object Navigation with dynamically learned neural implicit representations |
11 Oct 2022 |
PierreMarza/dynamic_implicit_representations/habitat_baselines/rl/models/implicit_representation.py c0d4ae2a2ad451d8 |
unverified |
MIT (permissive) |
| Loc-NeRF: Monte Carlo Localization using Neural Radiance Fields |
2022-09 (from id) |
mit-spark/loc-nerf/src/full_nerf_helpers.py d26ffa77f1cd53a6 |
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MIT (permissive) |
| DoF-NeRF: Depth-of-Field Meets Neural Radiance Fields |
1 Aug 2022 |
zijinwuzijin/dof-nerf/nerf_model.py d26ffa77f1cd53a6 |
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MIT (permissive) |
| Compositional Human-Scene Interaction Synthesis with Semantic Control |
26 Jul 2022 |
zkf1997/COINS/interaction/interaction_model.py d402177f304ff725 |
ran
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MIT (permissive) |
| Animation from Blur: Multi-modal Blur Decomposition with Motion Guidance |
20 Jul 2022 |
zzh-tech/Animation-from-Blur/model/MBD.py 27896d9013affe10 |
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| NeuRIS: Neural Reconstruction of Indoor Scenes Using Normal Priors |
27 Jun 2022 |
jiepengwang/NeuRIS/models/embedder.py 34fec16707b58a8d |
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MIT (permissive) |
| HF-NeuS: Improved Surface Reconstruction Using High-Frequency Details |
15 Jun 2022 |
yiqun-wang/hfs/models/fields_high.py e4e4a2657fdd4813 |
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MIT (permissive) |
| SNeS: Learning Probably Symmetric Neural Surfaces from Incomplete Data |
13 Jun 2022 |
eldar/snes/models/embedder.py 41f4831e3edaa59f |
unverified |
MIT (permissive) |
| SparseNeuS: Fast Generalizable Neural Surface Reconstruction from Sparse Views |
12 Jun 2022 |
xxlong0/sparseneus/models/embedder.py 34fec16707b58a8d |
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MIT (permissive) |
| MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction |
1 Jun 2022 |
autonomousvision/monosdf/code/model/embedder.py bb0e12df9c0d2a05 |
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MIT (permissive) |
| Geo-Neus: Geometry-Consistent Neural Implicit Surfaces Learning for Multi-view Reconstruction |
31 May 2022 |
ghixu/geo-neus/models/embedder.py bb0e12df9c0d2a05 |
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MIT (permissive) |
| BNV-Fusion: Dense 3D Reconstruction using Bi-level Neural Volume Fusion |
3 Apr 2022 |
likojack/bnv_fusion/src/models/fusion/embedder.py 40caf9fbfe050a14 |
unverified |
MIT (permissive) |
| UV Volumes for Real-time Rendering of Editable Free-view Human Performance |
27 Mar 2022 |
fanegg/UV-Volumes/lib/networks/embedder.py 23a994dc4b638c73 |
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MIT (permissive) |
| I M Avatar: Implicit Morphable Head Avatars from Videos |
14 Dec 2021 |
zhengyuf/imavatar/code/model/embedder.py 40caf9fbfe050a14 |
unverified |
MIT (permissive) |
| Deblur-NeRF: Neural Radiance Fields from Blurry Images |
29 Nov 2021 |
limacv/Deblur-NeRF/run_nerf_helpers.py c99caa4af7646b2e |
unverified |
MIT (permissive) |
| Volume Rendering of Neural Implicit Surfaces |
22 Jun 2021 |
lioryariv/volsdf/code/model/embedder.py bb0e12df9c0d2a05 |
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MIT (permissive) |
| NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction |
20 Jun 2021 |
Totoro97/NeuS/models/embedder.py bb0e12df9c0d2a05 |
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MIT (permissive) |
| LoRA: Low-Rank Adaptation of Large Language Models |
17 Jun 2021 |
lif31up/attention-is-all-you-need/config.py 2792e933b772b0f7 |
unverified |
MIT (permissive) |
| UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction |
20 Apr 2021 |
ventusff/neurecon/models/frameworks/unisurf.py 8fa39b1ba521d6b5 |
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MIT (permissive) |
| Direct-PoseNet: Absolute Pose Regression with Photometric Consistency |
8 Apr 2021 |
ActiveVisionLab/direct-posenet/script/run_nerf_helpers.py 737c403b9968484c |
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MIT (permissive) |
| SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural Implicit Shapes |
8 Apr 2021 |
xuchen-ethz/SNARF/lib/model/network.py 40caf9fbfe050a14 |
unverified |
MIT (permissive) |
| SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks |
7 Apr 2021 |
shunsukesaito/SCANimate/lib/model/IGRSDFNet.py 3f0832197151cd61 |
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| PlenOctrees for Real-time Rendering of Neural Radiance Fields |
25 Mar 2021 |
suoxinkey/PlenOctrees_NeRF-SH/modeling/spacenet.py 4600902bb4439578 |
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MIT (permissive) |
| NeRF--: Neural Radiance Fields Without Known Camera Parameters |
14 Feb 2021 |
ventusff/improved-nerfmm/models/nerf_base.py bd5b7f78bc4e9ca0 |
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MIT (permissive) |
| Instance Selection for GANs |
30 Jul 2020 |
uoguelph-mlrg/instance_selection_for_gans/instance_selection.py 8c0803be6096a937 |
unverified |
licence not identified · pointer only |
| Multiview Neural Surface Reconstruction by Disentangling Geometry and Appearance |
22 Mar 2020 |
lioryariv/idr/code/model/embedder.py 40caf9fbfe050a14 |
unverified |
MIT (permissive) |
| Kaolin: A PyTorch Library for Accelerating 3D Deep Learning Research |
12 Nov 2019 |
NVIDIAGameWorks/kaolin/examples/tutorial/dmtet_network.py d5b158881d454655 |
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Apache-2.0 (permissive) |
| Large Scale GAN Training for High Fidelity Natural Image Synthesis |
28 Sep 2018 |
identical code first harvested elsewhere 8c0803be6096a937 |
unverified |
licence of this copy not recorded |
| arXiv:aaai_28241 |
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sihwa-park/nebla/point_embedder.py 402130a081985906 |
unverified |
MIT (permissive) |
| arXiv:Zhang_Point_Cloud_Upsampling_Using_Conditional_Diffusion_Module_with_Adaptive_Noise_CVPR_2025_paper |
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Baty2023/PDANS/pointnet2/models/model_utils.py ac20c3c0e5a6a289 |
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MIT (permissive) |
| arXiv:Zhan_NeRFrac_Neural_Radiance_Fields_through_Refractive_Surface_ICCV_2023_paper |
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Yifever20002/NeRFrac/run_nerfrac_helpers.py d26ffa77f1cd53a6 |
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MIT (permissive) |
| arXiv:Ling_ShadowNeuS_Neural_SDF_Reconstruction_by_Shadow_Ray_Supervision_CVPR_2023_paper |
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gerwang/ShadowNeuS/models/embedder.py bb0e12df9c0d2a05 |
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MIT (permissive) |
| arXiv:136970568 |
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cvlab-stonybrook/Iso-UVField/code/model/embedder.py c08ac5a3b4184e50 |
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MIT (permissive) |