conftrace_

representation collapse

17 papers

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Co-occurring keywords

representation learning (6206) language model (4599) deep learning (2118) reinforcement learning (4352) unsupervised learning (3264) pixel observation (3) trust region (35) loss of plasticity (2) capacity loss (1) linear layer (6)

Papers

Polymorphic Universal Transformer ACL 2026
Representation Collapse in Machine Translation Through the Lens of Angular Dispersion EACL 2026
MoA: Heterogeneous Mixture of Adapters for Parameter-Efficient Fine-Tuning of Large Language Models ACL 2026
Countering Multi-modal Representation Collapse through Rank-targeted Fusion WACV 2026
D²PPO: Diffusion Policy Policy Optimization with Dispersive Loss AAAI 2026
Maximal Matching Matters: Preventing Representation Collapse for Robust Cross-Modal Retrieval ACL 2025
Addressing Representation Collapse in Vector Quantized Models with One Linear Layer ICCV 2025
Learning Successor Features the Simple Way NIPS 2024
No Representation, No Trust: Connecting Representation, Collapse, and Trust Issues in PPO NIPS 2024
UNSEE: Unsupervised Non-contrastive Sentence Embeddings EACL 2024
Relaxed Contrastive Learning for Federated Learning CVPR 2024
Transformers need glasses! Information over-squashing in language tasks NIPS 2024
Rethinking Alignment and Uniformity in Unsupervised Image Semantic Segmentation AAAI 2023
Representation Projection Invariance Mitigates Representation Collapse EMNLP 2023
On the Representation Collapse of Sparse Mixture of Experts NIPS 2022
Deep Graph Clustering via Dual Correlation Reduction AAAI 2022
DROCC: Deep Robust One-Class Classification ICML 2020