Update README.md

README.md

@@ -4,26 +4,24 @@ language:
 - en
 tags:
 - human-trajectory-prediction
-- social-transmotion
 - jrdb
 - jta
 - cvpr2025
-- emloco
 pipeline_tag: other
 library_name: pytorch
 ---
 
 # EmLoco — CVPR 2025 release assets
 
-Checkpoints and preprocessed shards for
+Checkpoints and preprocessed data for
 **Physical Plausibility-aware Trajectory Prediction via Locomotion Embodiment** (CVPR 2025).
 
 📄 [paper](https://openaccess.thecvf.com/content/CVPR2025/html/Taketsugu_Physical_Plausibility-aware_Trajectory_Prediction_via_Locomotion_Embodiment_CVPR_2025_paper.html) · 🐙 [code](https://github.com/ImIntheMiddle/EmLoco)
 
 ## Contents
 
-- `checkpoints/{jta_ours, jrdb_ours}/` — Ours model (num_modes=1)
-- `preprocess_smpl_cvpr/{jta, jrdb}_all_visual_cues/{train, val, test}/` — CVPR-era preprocessed shards
+- `checkpoints/{jta_ours, jrdb_ours}/` — Our models trained on JTA/JRDB dataset
+- `preprocess_smpl_cvpr/{jta, jrdb}_all_visual_cues/{train, val, test}/` — preprocessed data
 
 ## Usage
 
@@ -31,7 +29,7 @@ See the [GitHub README](https://github.com/ImIntheMiddle/EmLoco#-data--checkpoin
 
 ## License
 
-CC BY-NC 4.0 (research, non-commercial). The underlying SMPL / JTA / JRDB / PACER assets restrict commercial use.
+CC BY-NC 4.0 (research, non-commercial). The underlying SMPL / JTA / JRDB / PACER restrict commercial use.
 
 ## Citation
 
@@ -39,7 +37,7 @@ CC BY-NC 4.0 (research, non-commercial). The underlying SMPL / JTA / JRDB / PACE
 @InProceedings{EmLoco_CVPR25,
   author    = {Taketsugu, Hiromu and Oba, Takeru and Maeda, Takahiro and Nobuhara, Shohei and Ukita, Norimichi},
   title     = {Physical Plausibility-aware Trajectory Prediction via Locomotion Embodiment},
-  booktitle = {IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR)},
+  booktitle = {IEEE / CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
   year      = {2025}
 }
-```
+```