Upload folder using huggingface_hub

.gitattributes

@@ -1,35 +1,38 @@
-*.7z filter=lfs diff=lfs merge=lfs -text
-*.arrow filter=lfs diff=lfs merge=lfs -text
-*.bin filter=lfs diff=lfs merge=lfs -text
-*.bz2 filter=lfs diff=lfs merge=lfs -text
-*.ckpt filter=lfs diff=lfs merge=lfs -text
-*.ftz filter=lfs diff=lfs merge=lfs -text
-*.gz filter=lfs diff=lfs merge=lfs -text
-*.h5 filter=lfs diff=lfs merge=lfs -text
-*.joblib filter=lfs diff=lfs merge=lfs -text
-*.lfs.* filter=lfs diff=lfs merge=lfs -text
-*.mlmodel filter=lfs diff=lfs merge=lfs -text
-*.model filter=lfs diff=lfs merge=lfs -text
-*.msgpack filter=lfs diff=lfs merge=lfs -text
-*.npy filter=lfs diff=lfs merge=lfs -text
-*.npz filter=lfs diff=lfs merge=lfs -text
-*.onnx filter=lfs diff=lfs merge=lfs -text
-*.ot filter=lfs diff=lfs merge=lfs -text
-*.parquet filter=lfs diff=lfs merge=lfs -text
-*.pb filter=lfs diff=lfs merge=lfs -text
-*.pickle filter=lfs diff=lfs merge=lfs -text
-*.pkl filter=lfs diff=lfs merge=lfs -text
-*.pt filter=lfs diff=lfs merge=lfs -text
-*.pth filter=lfs diff=lfs merge=lfs -text
-*.rar filter=lfs diff=lfs merge=lfs -text
-*.safetensors filter=lfs diff=lfs merge=lfs -text
-saved_model/**/* filter=lfs diff=lfs merge=lfs -text
-*.tar.* filter=lfs diff=lfs merge=lfs -text
-*.tar filter=lfs diff=lfs merge=lfs -text
-*.tflite filter=lfs diff=lfs merge=lfs -text
-*.tgz filter=lfs diff=lfs merge=lfs -text
-*.wasm filter=lfs diff=lfs merge=lfs -text
-*.xz filter=lfs diff=lfs merge=lfs -text
-*.zip filter=lfs diff=lfs merge=lfs -text
-*.zst filter=lfs diff=lfs merge=lfs -text
-*tfevents* filter=lfs diff=lfs merge=lfs -text
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+model_checkpoints/CelebA/Imputer_MoPoE/mm_vae filter=lfs diff=lfs merge=lfs -text
+model_checkpoints/MST/Imputer_MoPoE/mm_vae filter=lfs diff=lfs merge=lfs -text
+model_checkpoints/PolyMNIST/Imputer_MoPoE/mm_vae filter=lfs diff=lfs merge=lfs -text

LICENSE

@@ -0,0 +1,201 @@
+                                 Apache License
+                           Version 2.0, January 2004
+                        http://www.apache.org/licenses/
+
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
+   1. Definitions.
+
+      "License" shall mean the terms and conditions for use, reproduction,
+      and distribution as defined by Sections 1 through 9 of this document.
+
+      "Licensor" shall mean the copyright owner or entity authorized by
+      the copyright owner that is granting the License.
+
+      "Legal Entity" shall mean the union of the acting entity and all
+      other entities that control, are controlled by, or are under common
+      control with that entity. For the purposes of this definition,
+      "control" means (i) the power, direct or indirect, to cause the
+      direction or management of such entity, whether by contract or
+      otherwise, or (ii) ownership of fifty percent (50%) or more of the
+      outstanding shares, or (iii) beneficial ownership of such entity.
+
+      "You" (or "Your") shall mean an individual or Legal Entity
+      exercising permissions granted by this License.
+
+      "Source" form shall mean the preferred form for making modifications,
+      including but not limited to software source code, documentation
+      source, and configuration files.
+
+      "Object" form shall mean any form resulting from mechanical
+      transformation or translation of a Source form, including but
+      not limited to compiled object code, generated documentation,
+      and conversions to other media types.
+
+      "Work" shall mean the work of authorship, whether in Source or
+      Object form, made available under the License, as indicated by a
+      copyright notice that is included in or attached to the work
+      (an example is provided in the Appendix below).
+
+      "Derivative Works" shall mean any work, whether in Source or Object
+      form, that is based on (or derived from) the Work and for which the
+      editorial revisions, annotations, elaborations, or other modifications
+      represent, as a whole, an original work of authorship. For the purposes
+      of this License, Derivative Works shall not include works that remain
+      separable from, or merely link (or bind by name) to the interfaces of,
+      the Work and Derivative Works thereof.
+
+      "Contribution" shall mean any work of authorship, including
+      the original version of the Work and any modifications or additions
+      to that Work or Derivative Works thereof, that is intentionally
+      submitted to Licensor for inclusion in the Work by the copyright owner
+      or by an individual or Legal Entity authorized to submit on behalf of
+      the copyright owner. For the purposes of this definition, "submitted"
+      means any form of electronic, verbal, or written communication sent
+      to the Licensor or its representatives, including but not limited to
+      communication on electronic mailing lists, source code control systems,
+      and issue tracking systems that are managed by, or on behalf of, the
+      Licensor for the purpose of discussing and improving the Work, but
+      excluding communication that is conspicuously marked or otherwise
+      designated in writing by the copyright owner as "Not a Contribution."
+
+      "Contributor" shall mean Licensor and any individual or Legal Entity
+      on behalf of whom a Contribution has been received by Licensor and
+      subsequently incorporated within the Work.
+
+   2. Grant of Copyright License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      copyright license to reproduce, prepare Derivative Works of,
+      publicly display, publicly perform, sublicense, and distribute the
+      Work and such Derivative Works in Source or Object form.
+
+   3. Grant of Patent License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      (except as stated in this section) patent license to make, have made,
+      use, offer to sell, sell, import, and otherwise transfer the Work,
+      where such license applies only to those patent claims licensable
+      by such Contributor that are necessarily infringed by their
+      Contribution(s) alone or by combination of their Contribution(s)
+      with the Work to which such Contribution(s) was submitted. If You
+      institute patent litigation against any entity (including a
+      cross-claim or counterclaim in a lawsuit) alleging that the Work
+      or a Contribution incorporated within the Work constitutes direct
+      or contributory patent infringement, then any patent licenses
+      granted to You under this License for that Work shall terminate
+      as of the date such litigation is filed.
+
+   4. Redistribution. You may reproduce and distribute copies of the
+      Work or Derivative Works thereof in any medium, with or without
+      modifications, and in Source or Object form, provided that You
+      meet the following conditions:
+
+      (a) You must give any other recipients of the Work or
+          Derivative Works a copy of this License; and
+
+      (b) You must cause any modified files to carry prominent notices
+          stating that You changed the files; and
+
+      (c) You must retain, in the Source form of any Derivative Works
+          that You distribute, all copyright, patent, trademark, and
+          attribution notices from the Source form of the Work,
+          excluding those notices that do not pertain to any part of
+          the Derivative Works; and
+
+      (d) If the Work includes a "NOTICE" text file as part of its
+          distribution, then any Derivative Works that You distribute must
+          include a readable copy of the attribution notices contained
+          within such NOTICE file, excluding those notices that do not
+          pertain to any part of the Derivative Works, in at least one
+          of the following places: within a NOTICE text file distributed
+          as part of the Derivative Works; within the Source form or
+          documentation, if provided along with the Derivative Works; or,
+          within a display generated by the Derivative Works, if and
+          wherever such third-party notices normally appear. The contents
+          of the NOTICE file are for informational purposes only and
+          do not modify the License. You may add Your own attribution
+          notices within Derivative Works that You distribute, alongside
+          or as an addendum to the NOTICE text from the Work, provided
+          that such additional attribution notices cannot be construed
+          as modifying the License.
+
+      You may add Your own copyright statement to Your modifications and
+      may provide additional or different license terms and conditions
+      for use, reproduction, or distribution of Your modifications, or
+      for any such Derivative Works as a whole, provided Your use,
+      reproduction, and distribution of the Work otherwise complies with
+      the conditions stated in this License.
+
+   5. Submission of Contributions. Unless You explicitly state otherwise,
+      any Contribution intentionally submitted for inclusion in the Work
+      by You to the Licensor shall be under the terms and conditions of
+      this License, without any additional terms or conditions.
+      Notwithstanding the above, nothing herein shall supersede or modify
+      the terms of any separate license agreement you may have executed
+      with Licensor regarding such Contributions.
+
+   6. Trademarks. This License does not grant permission to use the trade
+      names, trademarks, service marks, or product names of the Licensor,
+      except as required for reasonable and customary use in describing the
+      origin of the Work and reproducing the content of the NOTICE file.
+
+   7. Disclaimer of Warranty. Unless required by applicable law or
+      agreed to in writing, Licensor provides the Work (and each
+      Contributor provides its Contributions) on an "AS IS" BASIS,
+      WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
+      implied, including, without limitation, any warranties or conditions
+      of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
+      PARTICULAR PURPOSE. You are solely responsible for determining the
+      appropriateness of using or redistributing the Work and assume any
+      risks associated with Your exercise of permissions under this License.
+
+   8. Limitation of Liability. In no event and under no legal theory,
+      whether in tort (including negligence), contract, or otherwise,
+      unless required by applicable law (such as deliberate and grossly
+      negligent acts) or agreed to in writing, shall any Contributor be
+      liable to You for damages, including any direct, indirect, special,
+      incidental, or consequential damages of any character arising as a
+      result of this License or out of the use or inability to use the
+      Work (including but not limited to damages for loss of goodwill,
+      work stoppage, computer failure or malfunction, or any and all
+      other commercial damages or losses), even if such Contributor
+      has been advised of the possibility of such damages.
+
+   9. Accepting Warranty or Additional Liability. While redistributing
+      the Work or Derivative Works thereof, You may choose to offer,
+      and charge a fee for, acceptance of support, warranty, indemnity,
+      or other liability obligations and/or rights consistent with this
+      License. However, in accepting such obligations, You may act only
+      on Your own behalf and on Your sole responsibility, not on behalf
+      of any other Contributor, and only if You agree to indemnify,
+      defend, and hold each Contributor harmless for any liability
+      incurred by, or claims asserted against, such Contributor by reason
+      of your accepting any such warranty or additional liability.
+
+   END OF TERMS AND CONDITIONS
+
+   APPENDIX: How to apply the Apache License to your work.
+
+      To apply the Apache License to your work, attach the following
+      boilerplate notice, with the fields enclosed by brackets "[]"
+      replaced with your own identifying information. (Don't include
+      the brackets!)  The text should be enclosed in the appropriate
+      comment syntax for the file format. We also recommend that a
+      file or class name and description of purpose be included on the
+      same "printed page" as the copyright notice for easier
+      identification within third-party archives.
+
+   Copyright Siyi Du [name of copyright owner]
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.

README.md

@@ -1,3 +1,19 @@
----
-license: apache-2.0
----
+<div align="center">
+
+<h1><a href="https://openreview.net/forum?id=PWhDUWRVhM&noteId=PWhDUWRVhM">Inference-Time Dynamic Modality Selection for Incomplete Multimodal Classification (ICLR 2026)</a></h1>
+
+**[Siyi Du](https://scholar.google.com/citations?user=zsOt8MYAAAAJ&hl=en), [Xinzhe Luo](https://scholar.google.com/citations?user=l-oyIaAAAAAJ&hl=en&oi=ao), [Declan P. O'Regan](https://scholar.google.com/citations?user=85u-LbAAAAAJ&hl=en&oi=ao), and [Chen Qin](https://scholar.google.com/citations?view_op=list_works&hl=en&hl=en&user=mTWrOqHOqjoC&pagesize=80&sortby=pubdate)** 
+
+[![](https://img.shields.io/badge/license-Apache--2.0-blue)](#License)
+[![](https://img.shields.io/badge/arXiv-2503.06277-b31b1b.svg)](https://arxiv.org/abs/2601.22853)
+
+</div>
+
+![DyMo](./Images/overview.jpg)
+<p align="center">(a-b) Evidence of the discarding-imputation dilemma: (a-1) vs. (a-2) recovery-free methods (e.g., ModDrop) learn less discriminative features because they ignore highly task-relevant missing modalities {M,T}; (b) recovery-based methods (e.g., MoPoE) generate unreliable reconstructions, e.g., low-fidelity (orange) or misaligned (yellow). (c) Our DyMo, which addresses the dilemma by dynamically fusing task-relevant recovered modalities, improving accuracy by 1.61% on PolyMNIST, 1.68% on MST, and 3.88% on CelebA (Tab 1).</p>
+
+
+This repository provides **pretrained model checkpoints** for [Inference-Time Dynamic Modality Selection for Incomplete Multimodal Classification](https://openreview.net/forum?id=PWhDUWRVhM&noteId=PWhDUWRVhM). 
+
+For the **training code, evaluation scripts, and usage instructions**, please refer to the official GitHub repository:  
+👉 [https://github.com/siyi-wind/DyMo](https://github.com/siyi-wind/DyMo).

model_checkpoints/CAD/DynamicTransformer_COS/checkpoint_best_auc.ckpt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f36a70163c2864d6abf104f315ff93a2c96a16fdcc4b91f1c57f6e423912f7b
+size 462443381

model_checkpoints/CAD/DynamicTransformer_COS/gaussian/subset_gaussian.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e4319421ed9e75e9acc61906fd3a167a95f0e2699a23d95dbc74053d6f0522e
+size 5663

model_checkpoints/CAD/DynamicTransformer_EU/checkpoint_best_auc.ckpt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f6660b5ed510558d398ff81f69d42dea98394fc7b035af7bd76d11f41987f76
+size 462453809

model_checkpoints/CAD/DynamicTransformer_EU/gaussian/subset_gaussian_EU.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a5d3a03f4d7084f9e9e4e3d6f88abaa246165daa25a1d87643abb22add957d9d
+size 5663

model_checkpoints/CelebA/DynamicTransformer_COS/checkpoint_best_auc.ckpt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c9aeb2a99a6a3372b56fa89ba434037db262999f5db4b9fbb78eedea54dc6520
+size 416859323

model_checkpoints/CelebA/DynamicTransformer_COS/gaussian/subset_gaussian.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:311b865fa5a19490c4106fc5d434e14f1e3e33e17d5876e189da602b9f17dea8
+size 2143

model_checkpoints/CelebA/DynamicTransformer_EU/checkpoint_best_auc.ckpt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aee0cf984c598fac23ae7fc0192b46e180c24988e96c8c2e9a9a25e6d8021a45
+size 416872379

model_checkpoints/CelebA/DynamicTransformer_EU/gaussian/subset_gaussian_EU.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b715beae9d714cc342d8f971f3be94a64701fabe45beb0baa26401dda178f91
+size 2079

model_checkpoints/CelebA/Imputer_MoPoE/mm_vae

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9b02bdef99baafa72d5bbed428e007bf0a8e796d140c4a13f12ff5bbd0ba0cfa
+size 281680483

model_checkpoints/DVM/DynamicTransformer_COS/checkpoint_best_acc.ckpt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aba5b6e76b77ffcf5dad64fd091d51f084cbaf6f307bca79e5accf9d905b0754
+size 462678901

model_checkpoints/DVM/DynamicTransformer_COS/gaussian/subset_gaussian.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:72ca89f0af4ff414c80b2ddb27450579e1883b4465ff2058a9149e7194d28f99
+size 600927

model_checkpoints/DVM/DynamicTransformer_EU/checkpoint_best_acc.ckpt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1df01f8ded0dfe36dc324cc7a1d5caae89812ba28070a831cbea758122ff4f88
+size 462694449

model_checkpoints/DVM/DynamicTransformer_EU/gaussian/subset_gaussian_EU.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d47e05ced45c3cd7ac449577ce6b1c30212949afca51af03e328bcf0bade620
+size 600863

model_checkpoints/Infarction/DynamicTransformer_COS/checkpoint_best_auc.ckpt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b89c6a734d138f796acec008c6a3a9a34f943b653e330d8694c6da4fcbfb3b48
+size 462447157

model_checkpoints/Infarction/DynamicTransformer_COS/gaussian/subset_gaussian.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee02e2343eb5fa137e5b8673a19ad144ff60c04b35dc3fd44f1c17ef73782b6a
+size 5727

model_checkpoints/Infarction/DynamicTransformer_EU/checkpoint_best_auc.ckpt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:545c4c7ccfc87542f7a54973ed8506ec9511883a6613ba1618ed1fa42f0a9e9c
+size 462453681

model_checkpoints/Infarction/DynamicTransformer_EU/gaussian/subset_gaussian_EU.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6af352fec5142f379b63c1ff464f26aff1347c0cb6901e51a79e6dd597814edd
+size 5663

model_checkpoints/MST/DynamicTransformer_COS/checkpoint_best_acc.ckpt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:44eb6b5f4261291182d32659552c8516802c375361c26fd2b1c5f248b4d86d6e
+size 8871785

model_checkpoints/MST/DynamicTransformer_COS/gaussian/subset_gaussian.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:556c2e4cb89438f7e0a186835bc15ad4ca0e1db9c6cace6ffe2dc6d6cb6980b0
+size 6755

model_checkpoints/MST/DynamicTransformer_EU/checkpoint_best_acc.ckpt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4394bccbe901c58c6f90f2cca7d69efed5f83d10892f22c90c632e676f4dd87
+size 8887849

model_checkpoints/MST/DynamicTransformer_EU/gaussian/subset_gaussian_EU.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5483e6b6b1fc218f5b33e271390d882287425c3d67ab83075bac482f14c0794
+size 7775

model_checkpoints/MST/Imputer_MoPoE/mm_vae

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fea8a6583c10f9e5877618f6e63fdae450f0bc40a5f62d44f7992b202dc56f78
+size 5664591

model_checkpoints/PolyMNIST/DynamicTransformer_COS/checkpoint_best_acc.ckpt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:23afc6f14f834c3b0da9f56d4e4bc76850d88f95b3681b6e2995290633023622
+size 11597221

model_checkpoints/PolyMNIST/DynamicTransformer_COS/gaussian/subset_gaussian.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37e0eb8a4c93aacfc7b270c2e5015fd1546df78db637683dd478f935fff1a105
+size 85091

model_checkpoints/PolyMNIST/DynamicTransformer_EU/checkpoint_best_acc.ckpt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:32fd50ba7cefe6186637a7cc255d5dcaa500adfad58e9882d1dafbd845ff1373
+size 11617893

model_checkpoints/PolyMNIST/DynamicTransformer_EU/gaussian/subset_gaussian_EU.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8f658deb4c2acf31d2e49e7e8bf64de7d59794c905de9ded7b5063183b45b901
+size 88991

model_checkpoints/PolyMNIST/Imputer_CMVAE/model.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:36d81cf219aebe026d204af36ab2dbe91fff8972c300f58add6babd85c44af36
+size 88772739

model_checkpoints/PolyMNIST/Imputer_MMVAE_Plus/model.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b485abb5e89db1fe96972922a4e6d5e87e4ae6f6c763d5e03fcabbb68d3405c
+size 88737765

model_checkpoints/PolyMNIST/Imputer_MoPoE/mm_vae

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b973407597151c0bc5f16dd182101f82c30e236074cb61b83f349009b23637f8
+size 56264697

upload_scripts.py

@@ -0,0 +1,11 @@
+from huggingface_hub import upload_folder
+import os 
+current_dir = os.getcwd()
+print(current_dir)
+
+
+upload_folder(
+    folder_path=current_dir,
+    repo_id="siyiwind/DyMo",
+    repo_type="model"
+)