Selective Amortization of Full-Budget Counterfactual Reasoning for Visual Token Communication

arXiv:2609.30756 · cs.AI · Submitted 2026-09-25 · Read on arXiv

cs.AI

Submitted: 2026-09-25

Updated: 2026-09-25

Code: https://github.com/c04s316/-ACV-Gatelimited

Terminology

• Regret — 26× in this paper · explained in 3 episodes
• Calibration — 10× in this paper · explained in 7 episodes
• Pruning — 9× in this paper · explained in 4 episodes
• Transformer — 8× in this paper · explained in 2 episodes
• Amortization — 4× in this paper · explained in 1 episode
• Adaptation — 3× in this paper · explained in 1 episode
• Aggregation — 2× in this paper · explained in 1 episode
• Distillation — 2× in this paper · explained in 2 episodes
• Embeddings — 2× in this paper · explained in 2 episodes
• GAIN RECOVERY — 2× in this paper
• Quantization — 2× in this paper · explained in 12 episodes
• Redundancy — 2× in this paper · explained in 2 episodes
• AND EXACT-QUERY FRACTION — 1× in this paper
• Adaptive Selection — 1× in this paper · explained in 1 episode
• Feature Extraction — 1× in this paper · explained in 2 episodes
• Generalization — 1× in this paper · explained in 13 episodes
• Generative Model — 1× in this paper · explained in 2 episodes
• Knowledge Distillation — 1× in this paper · explained in 11 episodes
• Tokenization — 1× in this paper · explained in 2 episodes

Sources

• Generative Model Based Highly Efficient Semantic Communication Approach for Image Transmission
• Conformal Risk Control
• Learning to Defer with Limited Expert Predictions

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