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Migrate paper to official TMLR template for submission
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Update paper title for clarity and specificity
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Fix remaining paper references (comprehensive audit)
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Fix broken paper references to deleted files and paths
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Add paper source and generated artifacts
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Restructure README for academic reviewers
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Fix TTQ layer tests: Account for softplus transformation
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Fix CI: Format scripts/measure_memory.py with ruff
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Fix table generation: Format dataset names correctly (Tiny-IN)
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Fix mypy: Add type annotations in mixup_criterion
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Fix CI: Add type assertions for TTQ layer parameters
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Fix README to match paper scope
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Prepare repository for TMLR submission
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Remove TTQ debug artifacts
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Document TTQ gradient flow bug and fix
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Add TTQ gradient flow verification script
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Add TTQ model layer debug script
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Fix TTQ training by using pure TTQ (no activation quantization)
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Fix critical TTQ double-scaling bug
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