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geometric analysis

42 papers

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Co-occurring keywords

representation learning (6174) language model (4573) word embedding (1764) dimensionality reduction (720) adversarial training (1261) markov decision process (788) value function (294) intrinsic dimension (38) motion segmentation (79) semantic similarity (906)

Papers

3D Cell Oversegmentation Correction via Geo-Wasserstein Divergence WACV 2026
Geometric Signatures of Compositionality Across a Language Model’s Lifetime ACL 2025
A Recipe for Geometry-Aware 3D Mesh Transformers WACV 2025
Geometric Analysis of Nonlinear Manifold Clustering NIPS 2024
Trading Place for Space: Increasing Location Resolution Reduces Contextual Capacity in Hippocampal Codes NIPS 2024
A Polar coordinate system represents syntax in large language models NIPS 2024
Analysis of Using Sigmoid Loss for Contrastive Learning AISTATS 2024
On the Ability of Developers' Training Data Preservation of Learnware NIPS 2024
Atomic Recovery Property for Multi-view Subspace-Preserving Recovery IJCAI 2024
End-to-End Real-Time Vanishing Point Detection with Transformer AAAI 2024
Bridging Information-Theoretic and Geometric Compression in Language Models EMNLP 2023
Why Bother with Geometry? On the Relevance of Linear Decompositions of Transformer Embeddings EMNLP 2023
Polyhedral Complex Extraction from ReLU Networks using Edge Subdivision ICML 2023
Transcendental Idealism of Planner: Evaluating Perception from Planning Perspective for Autonomous Driving ICML 2023
Fantastic Breaks: A Dataset of Paired 3D Scans of Real-World Broken Objects and Their Complete Counterparts CVPR 2023
The Geometry of Robust Value Functions ICML 2022
Improving Robustness of Language Models from a Geometry-aware Perspective ACL 2022
Unsupervised Geometric and Topological Approaches for Cross-Lingual Sentence Representation and Comparison ACL 2022
Learning To Segment Rigid Motions From Two Frames CVPR 2021
Support vector machines and linear regression coincide with very high-dimensional features NIPS 2021
Importance of Parasagittal Sensor Information in Tongue Motion Capture Through a Diphonic Analysis INTERSPEECH 2021
Monitoring geometrical properties of word embeddings for detecting the emergence of new topics. EMNLP 2021
Geometric structure of graph Laplacian embeddings JMLR 2021
Adversarial Examples for k-Nearest Neighbor Classifiers Based on Higher-Order Voronoi Diagrams NIPS 2021
GeomCA: Geometric Evaluation of Data Representations ICML 2021